DataFrame
NO COMPARISON TARGET
708
ROWS
0
DUPLICATES
945.2 kb
RAM
159
FEATURES
87
CATEGORICAL
72
NUMERICAL
0
TEXT
2.1.3
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
numero_de_cliente
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
708
(100%)
ZEROES:
---
MAX
60.6M
95%
50.6M
Q3
38.1M
AVG
27.3M
MEDIAN
25.8M
Q1
16.8M
5%
6.3M
MIN
4.6M
RANGE
56.0M
IQR
21.3M
STD
13.7M
VAR
186.5T
KURT.
-0.908
SKEW
0.196
SUM
19.3B
2
foto_mes
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
3
active_quarter
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
cliente_vip
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
5
internet
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
6
cliente_edad
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
64
(9%)
ZEROES:
---
MAX
90.0
95%
74.0
Q3
58.0
AVG
48.0
MEDIAN
46.0
Q1
37.0
5%
29.0
MIN
22.0
RANGE
68.0
IQR
21.0
STD
14.2
VAR
202
KURT.
-0.633
SKEW
0.458
SUM
33,985
7
cliente_antiguedad
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
237
(33%)
ZEROES:
---
MAX
370
95%
297
Q3
157
AVG
109
MEDIAN
85
Q1
42
5%
11
MIN
1
RANGE
369
IQR
115
STD
85.5
VAR
7,317
KURT.
0.281
SKEW
0.985
SUM
76,955
8
mrentabilidad
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
700
(99%)
ZEROES:
6
(<1%)
MAX
98k
95%
4k
Q3
2k
AVG
1k
MEDIAN
1k
Q1
0k
5%
-1k
MIN
-30k
RANGE
128k
IQR
1,745
STD
4,654
VAR
21.7M
KURT.
270
SKEW
13.2
SUM
889k
9
mrentabilidad_annual
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
703
(>99%)
ZEROES:
6
(<1%)
MAX
594k
95%
45k
Q3
18k
AVG
13k
MEDIAN
7k
Q1
1k
5%
-6k
MIN
-115k
RANGE
709k
IQR
16,057
STD
33,657
VAR
1.1B
KURT.
137
SKEW
9.10
SUM
9.4M
10
mcomisiones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
431
(61%)
ZEROES:
146
(21%)
MAX
26,274
95%
2,411
Q3
1,382
AVG
863
MEDIAN
367
Q1
7
5%
0
MIN
-5,178
RANGE
31,453
IQR
1,375
STD
1,665
VAR
2.8M
KURT.
106
SKEW
8.14
SUM
611k
11
mactivos_margen
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
593
(84%)
ZEROES:
115
(16%)
MAX
21,230
95%
917
Q3
80
AVG
43
MEDIAN
0
Q1
-71
5%
-1,341
MIN
-9,548
RANGE
30,778
IQR
151
STD
1,839
VAR
3.4M
KURT.
74.6
SKEW
6.71
SUM
30,129
12
mpasivos_margen
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
586
(83%)
ZEROES:
104
(15%)
MAX
45,422
95%
1,301
Q3
202
AVG
293
MEDIAN
33
Q1
1
5%
0
MIN
-25,661
RANGE
71,083
IQR
201
STD
2,240
VAR
5.0M
KURT.
264
SKEW
10.2
SUM
208k
13
cproductos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
10
(1%)
14
tpaquete1
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
tpaquete2
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
16
tpaquete3
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
tpaquete4
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
tcuentas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
ccuenta_corriente
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
20
mcuenta_corriente_adicional
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
21
mcuenta_corriente
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
410
(58%)
ZEROES:
298
(42%)
MAX
314k
95%
0k
Q3
0k
MEDIAN
-0k
AVG
-2k
Q1
-2k
5%
-11k
MIN
-273k
RANGE
587k
IQR
1,767
STD
18,427
VAR
339.6M
KURT.
204
SKEW
0.954
SUM
-1.5M
22
ccaja_ahorro
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
23
mcaja_ahorro
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
494
(70%)
ZEROES:
214
(30%)
MAX
2.5M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.5M
IQR
6,303
STD
107k
VAR
11.4B
KURT.
443
SKEW
19.4
SUM
12.5M
24
mcaja_ahorro_adicional
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
21
(3%)
ZEROES:
688
(97%)
MAX
55,090
95%
0
Q3
0
AVG
362
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,090
IQR
0.00
STD
3,332
VAR
11.1M
KURT.
162
SKEW
12.0
SUM
256k
25
mcaja_ahorro_dolares
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
215
(30%)
ZEROES:
422
(60%)
MAX
2.8M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.8M
IQR
79.3
STD
150k
VAR
22.4B
KURT.
255
SKEW
15.1
SUM
14.4M
26
mdescubierto_preacordado
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
mcuentas_saldo
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
690
(97%)
ZEROES:
18
(3%)
MAX
3.0M
95%
0.2M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
-0.0M
5%
-0.0M
MIN
-0.3M
RANGE
3.2M
IQR
12,418
STD
188k
VAR
35.4B
KURT.
174
SKEW
12.1
SUM
24.8M
28
ctarjeta_debito
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
29
ctarjeta_debito_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
29
(4%)
ZEROES:
566
(80%)
MAX
35.0
95%
9.0
Q3
0.0
AVG
1.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
0.00
STD
4.44
VAR
19.7
KURT.
21.2
SKEW
4.34
SUM
992
30
mautoservicio
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
142
(20%)
ZEROES:
566
(80%)
MAX
55,916
95%
16,460
Q3
0
AVG
2,338
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
55,916
IQR
0.00
STD
7,774
VAR
60.4M
KURT.
22.3
SKEW
4.51
SUM
1.7M
31
ctarjeta_visa
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
32
ctarjeta_visa_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
37
(5%)
ZEROES:
417
(59%)
MAX
109
95%
14
Q3
3
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
109
IQR
3.00
STD
7.59
VAR
57.7
KURT.
63.8
SKEW
6.28
SUM
2,192
33
mtarjeta_visa_consumo
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
288
(41%)
ZEROES:
417
(59%)
MAX
398k
95%
31k
Q3
4k
AVG
7k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
398k
IQR
4,100
STD
23,456
VAR
550.2M
KURT.
129
SKEW
9.59
SUM
4.9M
34
ctarjeta_master
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
35
ctarjeta_master_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
13
(2%)
ZEROES:
641
(91%)
MAX
24.0
95%
1.6
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
1.50
VAR
2.26
KURT.
121
SKEW
9.69
SUM
208
36
mtarjeta_master_consumo
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
67
(9%)
ZEROES:
641
(91%)
MAX
716k
95%
2k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
716k
IQR
0.00
STD
28,009
VAR
784.5M
KURT.
603
SKEW
23.9
SUM
1.4M
37
cprestamos_personales
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
9
(1%)
38
mprestamos_personales
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
73
(10%)
ZEROES:
636
(90%)
MAX
637k
95%
25k
Q3
0k
AVG
7k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
637k
IQR
0.00
STD
42,886
VAR
1.8B
KURT.
121
SKEW
10.2
SUM
5.0M
39
cprestamos_prendarios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
40
mprestamos_prendarios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
41
cprestamos_hipotecarios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
42
mprestamos_hipotecarios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
43
cplazo_fijo
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
44
mplazo_fijo_dolares
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
28
(4%)
ZEROES:
680
(96%)
MAX
3.5M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.5M
IQR
0.00
STD
174k
VAR
30.1B
KURT.
263
SKEW
14.9
SUM
13.4M
45
mplazo_fijo_pesos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
46
cinversion1
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
47
minversion1_pesos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
11
(2%)
ZEROES:
698
(99%)
MAX
1.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.4M
IQR
0.00
STD
62,349
VAR
3.9B
KURT.
397
SKEW
19.0
SUM
2.9M
48
minversion1_dolares
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
49
cinversion2
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
50
minversion2
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
21
(3%)
ZEROES:
688
(97%)
MAX
3.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
0.00
STD
154k
VAR
23.7B
KURT.
505
SKEW
21.7
SUM
6.4M
51
cseguro_vida
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
52
cseguro_auto
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
53
cseguro_vivienda
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
54
cseguro_accidentes_personales
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
55
ccaja_seguridad
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
56
cpayroll_trx
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
57
mpayroll
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
41
(6%)
ZEROES:
666
(94%)
MAX
282k
95%
13k
Q3
0k
AVG
5k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
282k
IQR
0.00
STD
26,535
VAR
704.1M
KURT.
41.7
SKEW
6.07
SUM
3.8M
58
mpayroll2
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
59
cpayroll2_trx
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
60
ccuenta_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
10
(1%)
61
mcuenta_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
105
(15%)
ZEROES:
575
(81%)
MAX
2.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.2M
IQR
0.00
STD
83,092
VAR
6.9B
KURT.
705
SKEW
26.5
SUM
2.7M
62
ctarjeta_visa_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
11
(2%)
ZEROES:
508
(72%)
MAX
15.0
95%
4.0
Q3
1.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
1.00
STD
1.61
VAR
2.60
KURT.
13.4
SKEW
3.10
SUM
533
63
mttarjeta_visa_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
196
(28%)
ZEROES:
508
(72%)
MAX
40,172
95%
8,373
Q3
454
AVG
1,510
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
40,172
IQR
454
STD
4,606
VAR
21.2M
KURT.
25.2
SKEW
4.67
SUM
1.1M
64
ctarjeta_master_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
65
mttarjeta_master_debitos_automaticos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
25
(4%)
ZEROES:
683
(96%)
MAX
74,613
95%
0
Q3
0
AVG
220
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
74,613
IQR
0.00
STD
2,939
VAR
8.6M
KURT.
584
SKEW
23.3
SUM
155k
66
cpagodeservicios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
67
mpagodeservicios
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
68
cpagomiscuentas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
16
(2%)
ZEROES:
606
(86%)
MAX
26.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
2.12
VAR
4.50
KURT.
45.0
SKEW
5.81
SUM
419
69
mpagomiscuentas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
102
(14%)
ZEROES:
606
(86%)
MAX
2.5M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.5M
IQR
0.00
STD
93,438
VAR
8.7B
KURT.
694
SKEW
26.2
SUM
3.9M
70
ccajeros_propios_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
71
mcajeros_propios_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
72
ctarjeta_visa_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
73
mtarjeta_visa_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
74
ctarjeta_master_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
75
mtarjeta_master_descuentos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
76
ccomisiones_mantenimiento
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
77
mcomisiones_mantenimiento
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
22
(3%)
ZEROES:
402
(57%)
MAX
2,619
95%
1,923
Q3
1,361
AVG
613
MEDIAN
0
Q1
0
5%
0
MIN
-5,770
RANGE
8,389
IQR
1,361
STD
908
VAR
825k
KURT.
3.44
SKEW
-0.282
SUM
434k
78
ccomisiones_otras
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
24
(3%)
ZEROES:
146
(21%)
MAX
173
95%
12
Q3
6
AVG
4
MEDIAN
4
Q1
2
5%
0
MIN
0
RANGE
173
IQR
4.00
STD
7.49
VAR
56.1
KURT.
364
SKEW
16.4
SUM
3,102
79
mcomisiones_otras
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
432
(61%)
ZEROES:
146
(21%)
MAX
26,274
95%
2,411
Q3
1,382
AVG
865
MEDIAN
368
Q1
7
5%
0
MIN
-5,178
RANGE
31,453
IQR
1,375
STD
1,671
VAR
2.8M
KURT.
105
SKEW
8.14
SUM
612k
80
cforex
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
81
cforex_buy
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
82
mforex_buy
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
83
cforex_sell
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
84
mforex_sell
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
9
(1%)
85
ctransferencias_recibidas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
18
(3%)
ZEROES:
392
(55%)
MAX
84.0
95%
5.0
Q3
1.0
AVG
1.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
84.0
IQR
1.00
STD
4.73
VAR
22.4
KURT.
193
SKEW
12.5
SUM
991
86
mtransferencias_recibidas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
255
(36%)
ZEROES:
392
(55%)
MAX
3.4M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.4M
IQR
11,700
STD
161k
VAR
26.0B
KURT.
296
SKEW
15.4
SUM
20.9M
87
ctransferencias_emitidas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
16
(2%)
ZEROES:
538
(76%)
MAX
44.0
95%
5.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
2.72
VAR
7.42
KURT.
96.4
SKEW
7.65
SUM
634
88
mtransferencias_emitidas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
155
(22%)
ZEROES:
538
(76%)
MAX
1.7M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.7M
IQR
0.00
STD
86,279
VAR
7.4B
KURT.
236
SKEW
13.3
SUM
10.9M
89
cextraccion_autoservicio
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
17
(2%)
ZEROES:
603
(85%)
MAX
37.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
37.0
IQR
0.00
STD
2.41
VAR
5.82
KURT.
92.8
SKEW
8.14
SUM
428
90
mextraccion_autoservicio
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
77
(11%)
ZEROES:
603
(85%)
MAX
1.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.0M
IQR
0.00
STD
43,688
VAR
1.9B
KURT.
401
SKEW
18.2
SUM
4.5M
91
ccheques_depositados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
92
mcheques_depositados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
11
(2%)
ZEROES:
698
(99%)
MAX
1.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.2M
IQR
0.00
STD
63,433
VAR
4.0B
KURT.
257
SKEW
15.7
SUM
3.4M
93
ccheques_emitidos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
94
mcheques_emitidos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
95
ccheques_depositados_rechazados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
96
mcheques_depositados_rechazados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
97
ccheques_emitidos_rechazados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
98
mcheques_emitidos_rechazados
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
99
tcallcenter
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
100
ccallcenter_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
14
(2%)
ZEROES:
652
(92%)
MAX
21.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
1.65
VAR
2.72
KURT.
59.8
SKEW
6.93
SUM
250
101
thomebanking
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
102
chomebanking_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
113
(16%)
ZEROES:
304
(43%)
MAX
551
95%
101
Q3
23
AVG
22
MEDIAN
3
Q1
0
5%
0
MIN
0
RANGE
551
IQR
23.0
STD
49.1
VAR
2,407
KURT.
48.0
SKEW
5.73
SUM
15,288
103
ccajas_transacciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
104
ccajas_consultas
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
105
ccajas_depositos
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
106
ccajas_extracciones
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
107
ccajas_otras
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
108
catm_trx
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
17
(2%)
ZEROES:
624
(88%)
MAX
37.0
95%
2.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
37.0
IQR
0.00
STD
2.29
VAR
5.23
KURT.
116
SKEW
9.39
SUM
332
109
matm
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
60
(8%)
ZEROES:
624
(88%)
MAX
1.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.0M
IQR
0.00
STD
43,413
VAR
1.9B
KURT.
412
SKEW
18.6
SUM
4.1M
110
catm_trx_other
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
111
matm_other
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
32
(5%)
ZEROES:
670
(95%)
MAX
44,460
95%
813
Q3
0
AVG
542
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
44,460
IQR
0.00
STD
3,311
VAR
11.0M
KURT.
90.2
SKEW
8.79
SUM
384k
112
ctrx_quarter
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
138
(19%)
ZEROES:
84
(12%)
MAX
617
95%
127
Q3
41
AVG
34
MEDIAN
18
Q1
6
5%
0
MIN
0
RANGE
617
IQR
35.0
STD
50.0
VAR
2,499
KURT.
31.1
SKEW
4.13
SUM
24,338
113
tmobile_app
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
114
cmobile_app_trx
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
115
Master_delinquency
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
2
(<1%)
116
Master_status
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
3
(<1%)
117
Master_mfinanciacion_limite
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
51
(7%)
ZEROES:
---
MAX
3.7M
95%
0.7M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
177k
STD
339k
VAR
114.6B
KURT.
34.1
SKEW
4.69
SUM
140.4M
118
Master_Fvencimiento
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
68
(10%)
ZEROES:
---
MAX
4,842
95%
-303
Q3
-652
MEDIAN
-1,002
AVG
-1,050
Q1
-1,521
5%
-1,764
MIN
-2,220
RANGE
7,062
IQR
868
STD
572
VAR
328k
KURT.
19.4
SKEW
2.02
SUM
-570k
119
Master_Finiciomora
VALUES:
5
(<1%)
MISSING:
703
(>99%)
DISTINCT:
3
(<1%)
120
Master_msaldototal
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
115
(16%)
ZEROES:
429
(61%)
MAX
716k
95%
6k
Q3
0k
AVG
4k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-3k
RANGE
719k
IQR
0.00
STD
39,145
VAR
1.5B
KURT.
233
SKEW
14.4
SUM
2.3M
121
Master_msaldopesos
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
114
(16%)
ZEROES:
430
(61%)
MAX
716k
95%
5k
Q3
0k
AVG
4k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-3k
RANGE
719k
IQR
0.00
STD
37,865
VAR
1.4B
KURT.
264
SKEW
15.4
SUM
2.2M
122
Master_msaldodolares
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
6
(<1%)
123
Master_mconsumospesos
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
46
(6%)
ZEROES:
52
(7%)
MAX
716k
95%
30k
Q3
2k
AVG
14k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-1k
RANGE
717k
IQR
1,675
STD
75,117
VAR
5.6B
KURT.
80.0
SKEW
8.64
SUM
1.3M
124
Master_mconsumosdolares
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
5
(<1%)
125
Master_mlimitecompra
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
49
(7%)
ZEROES:
---
MAX
4.1M
95%
0.8M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.1M
IQR
197k
STD
376k
VAR
141.5B
KURT.
34.1
SKEW
4.69
SUM
156.0M
126
Master_madelantopesos
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
1
(<1%)
127
Master_madelantodolares
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
1
(<1%)
128
Master_fultimo_cierre
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
7
(<1%)
129
Master_mpagado
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
10
(1%)
130
Master_mpagospesos
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
84
(12%)
ZEROES:
15
(2%)
MAX
0
95%
0
Q3
-237
MEDIAN
-1,233
AVG
-6,093
Q1
-5,801
5%
-35,242
MIN
-78,015
RANGE
78,015
IQR
5,564
STD
13,057
VAR
170.5M
KURT.
17.5
SKEW
-3.93
SUM
-603k
131
Master_mpagosdolares
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
5
(<1%)
132
Master_fechaalta
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
476
(67%)
ZEROES:
---
MAX
7,436
95%
5,462
Q3
2,941
AVG
1,968
MEDIAN
1,525
Q1
419
5%
152
MIN
10
RANGE
7,426
IQR
2,522
STD
1,779
VAR
3.2M
KURT.
0.638
SKEW
1.12
SUM
1.1M
133
Master_mconsumototal
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
46
(6%)
ZEROES:
52
(7%)
MAX
716k
95%
30k
Q3
2k
AVG
14k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-1k
RANGE
717k
IQR
1,675
STD
75,117
VAR
5.6B
KURT.
80.0
SKEW
8.64
SUM
1.3M
134
Master_cconsumos
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
11
(2%)
ZEROES:
52
(7%)
MAX
16.0
95%
5.1
Q3
2.0
AVG
1.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
2.00
STD
2.33
VAR
5.41
KURT.
18.2
SKEW
3.74
SUM
123
135
Master_cadelantosefectivo
VALUES:
99
(14%)
MISSING:
609
(86%)
DISTINCT:
1
(<1%)
136
Master_mpagominimo
VALUES:
543
(77%)
MISSING:
165
(23%)
DISTINCT:
55
(8%)
ZEROES:
470
(66%)
MAX
260k
95%
1k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
260k
IQR
0.00
STD
16,254
VAR
264.2M
KURT.
209
SKEW
14.1
SUM
821k
137
Visa_delinquency
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
2
(<1%)
138
Visa_status
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
3
(<1%)
139
Visa_mfinanciacion_limite
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
52
(7%)
ZEROES:
---
MAX
3.7M
95%
0.9M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.1M
MIN
0.0M
RANGE
3.7M
IQR
164k
STD
316k
VAR
99.7B
KURT.
30.0
SKEW
4.23
SUM
156.9M
140
Visa_Fvencimiento
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
74
(10%)
ZEROES:
---
MAX
0.0M
95%
-0.0M
Q3
-0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-2.9M
RANGE
2.9M
IQR
838
STD
119k
VAR
14.3B
KURT.
595
SKEW
-24.4
SUM
-3.7M
141
Visa_Finiciomora
VALUES:
12
(2%)
MISSING:
696
(98%)
DISTINCT:
3
(<1%)
142
Visa_msaldototal
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
340
(48%)
ZEROES:
254
(36%)
MAX
412k
95%
40k
Q3
7k
AVG
9k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-12k
RANGE
424k
IQR
7,212
STD
31,962
VAR
1.0B
KURT.
83.9
SKEW
8.29
SUM
5.5M
143
Visa_msaldopesos
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
334
(47%)
ZEROES:
259
(37%)
MAX
482k
95%
47k
Q3
8k
AVG
11k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-14k
RANGE
496k
IQR
8,171
STD
36,996
VAR
1.4B
KURT.
86.0
SKEW
8.40
SUM
6.3M
144
Visa_msaldodolares
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
38
(5%)
ZEROES:
552
(78%)
MAX
45,806
95%
90
Q3
0
AVG
172
MEDIAN
0
Q1
0
5%
0
MIN
-9,071
RANGE
54,877
IQR
0.00
STD
2,235
VAR
5.0M
KURT.
311
SKEW
16.3
SUM
102k
145
Visa_mconsumospesos
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
256
(36%)
ZEROES:
74
(10%)
MAX
381k
95%
34k
Q3
9k
AVG
9k
MEDIAN
2k
Q1
0k
5%
0k
MIN
-1k
RANGE
382k
IQR
8,825
STD
25,857
VAR
668.6M
KURT.
136
SKEW
10.3
SUM
2.9M
146
Visa_mconsumosdolares
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
51
(7%)
ZEROES:
268
(38%)
MAX
1,245
95%
31
Q3
0
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,245
IQR
0.00
STD
85.5
VAR
7,312
KURT.
139
SKEW
10.9
SUM
4,241
147
Visa_mlimitecompra
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
48
(7%)
ZEROES:
---
MAX
4.1M
95%
1.0M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.1M
MIN
0.0M
RANGE
4.1M
IQR
183k
STD
350k
VAR
122.8B
KURT.
30.1
SKEW
4.23
SUM
174.2M
148
Visa_madelantopesos
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
1
(<1%)
149
Visa_madelantodolares
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
1
(<1%)
150
Visa_fultimo_cierre
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
5
(<1%)
151
Visa_mpagado
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
51
(7%)
ZEROES:
545
(77%)
MAX
140k
95%
4k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
140k
IQR
0.00
STD
10,745
VAR
115.5M
KURT.
94.6
SKEW
9.18
SUM
1.0M
152
Visa_mpagospesos
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
304
(43%)
ZEROES:
27
(4%)
MAX
1k
95%
0k
Q3
-2k
MEDIAN
-6k
AVG
-15k
Q1
-16k
5%
-59k
MIN
-234k
RANGE
236k
IQR
14,122
STD
26,177
VAR
685.2M
KURT.
24.3
SKEW
-4.18
SUM
-4.9M
153
Visa_mpagosdolares
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
26
(4%)
ZEROES:
306
(43%)
MAX
2,318
95%
4
Q3
0
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,318
IQR
0.00
STD
136
VAR
18,425
KURT.
255
SKEW
15.5
SUM
3,865
154
Visa_fechaalta
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
545
(77%)
ZEROES:
---
MAX
9,683
95%
7,126
Q3
3,952
AVG
2,561
MEDIAN
1,825
Q1
912
5%
237
MIN
10
RANGE
9,673
IQR
3,041
STD
2,164
VAR
4.7M
KURT.
0.476
SKEW
1.05
SUM
1.5M
155
Visa_mconsumototal
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
256
(36%)
ZEROES:
74
(10%)
MAX
381k
95%
34k
Q3
9k
AVG
9k
MEDIAN
2k
Q1
0k
5%
0k
MIN
-1k
RANGE
382k
IQR
8,825
STD
25,857
VAR
668.6M
KURT.
136
SKEW
10.3
SUM
2.9M
156
Visa_cconsumos
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
25
(4%)
ZEROES:
74
(10%)
MAX
45.0
95%
15.0
Q3
5.0
AVG
4.0
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
4.00
STD
6.09
VAR
37.1
KURT.
18.5
SKEW
3.76
SUM
1,347
157
Visa_cadelantosefectivo
VALUES:
335
(47%)
MISSING:
373
(53%)
DISTINCT:
1
(<1%)
158
Visa_mpagominimo
VALUES:
595
(84%)
MISSING:
113
(16%)
DISTINCT:
188
(27%)
ZEROES:
315
(44%)
MAX
264k
95%
7k
Q3
1k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
264k
IQR
714
STD
14,271
VAR
203.7M
KURT.
228
SKEW
14.1
SUM
1.4M
159
clase_ternaria
VALUES:
708
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
numero_de_cliente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
-0.63
Visa_fechaalta
-0.54
cliente_edad
-0.48
Master_fechaalta
-0.43
Visa_mlimitecompra
-0.21
Visa_mfinanciacion_limite
-0.21
Master_Fvencimiento
-0.18
Master_mlimitecompra
-0.16
Master_mfinanciacion_limite
-0.16
Master_cconsumos
-0.15
Master_mpagospesos
-0.15
ctarjeta_visa_debitos_automaticos
-0.15
Visa_cconsumos
-0.10
ccomisiones_otras
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
0.22
Master_fultimo_cierre
0.21
cproductos
0.19
ccuenta_debitos_automaticos
0.13
ctarjeta_debito
0.13
cprestamos_personales
0.13
ccajas_consultas
0.12
cseguro_vivienda
0.12
ccaja_seguridad
0.11
Master_mpagado
0.10
ccheques_emitidos
0.10
mcheques_emitidos
0.10
thomebanking
0.09
mprestamos_prendarios
0.09
MOST FREQUENT VALUES
4622475
1
0.1%
32096192
1
0.1%
33726682
1
0.1%
33996636
1
0.1%
34053329
1
0.1%
34103503
1
0.1%
34184811
1
0.1%
34302269
1
0.1%
34428071
1
0.1%
34484886
1
0.1%
34487689
1
0.1%
34508740
1
0.1%
34526415
1
0.1%
34629824
1
0.1%
34710547
1
0.1%
SMALLEST VALUES
4622475
1
0.1%
4631780
1
0.1%
4694618
1
0.1%
4704480
1
0.1%
4722798
1
0.1%
4808124
1
0.1%
4905689
1
0.1%
4922340
1
0.1%
4934111
1
0.1%
4999610
1
0.1%
5044353
1
0.1%
5133251
1
0.1%
5147008
1
0.1%
5153467
1
0.1%
5232189
1
0.1%
LARGEST VALUES
60601115
1
0.1%
59829157
1
0.1%
58374125
1
0.1%
57270631
1
0.1%
56689047
1
0.1%
56580018
1
0.1%
56528788
1
0.1%
56390401
1
0.1%
56086028
1
0.1%
55805298
1
0.1%
55721606
1
0.1%
55613162
1
0.1%
55404252
1
0.1%
54695260
1
0.1%
53588889
1
0.1%
foto_mes
MISSING:
---
TOP CATEGORIES
202010
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
foto_mes
PROVIDES INFORMATION ON...
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON foto_mes:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
foto_mes
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
active_quarter
MISSING:
---
TOP CATEGORIES
1
575
81%
0
133
19%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
active_quarter
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON active_quarter:
thomebanking
0.14
cmobile_app_trx
0.10
cproductos
0.08
ccuenta_debitos_automaticos
0.08
Visa_fultimo_cierre
0.03
cseguro_accidentes_personales
0.03
cprestamos_personales
0.03
cpayroll_trx
0.03
catm_trx_other
0.02
tcuentas
0.02
cforex
0.02
ccajas_extracciones
0.02
cforex_sell
0.02
mforex_sell
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
CORRELATION RATIO WITH...
ctrx_quarter
0.32
ctarjeta_visa_debitos_automaticos
0.22
Visa_fechaalta
0.22
ccomisiones_otras
0.21
Visa_cconsumos
0.19
ctarjeta_visa_transacciones
0.19
cliente_antiguedad
0.18
chomebanking_transacciones
0.18
Master_fechaalta
0.17
Visa_mpagospesos
0.17
ctransferencias_emitidas
0.15
mttarjeta_visa_debitos_automaticos
0.15
ctarjeta_debito_transacciones
0.15
mautoservicio
0.14
cliente_vip
MISSING:
---
TOP CATEGORIES
0
707
>99%
1
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cliente_vip
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cliente_vip:
Visa_Finiciomora
0.75
Visa_delinquency
0.54
cseguro_vivienda
0.38
internet
0.36
cseguro_accidentes_personales
0.31
cproductos
0.26
Master_fultimo_cierre
0.26
Visa_fultimo_cierre
0.21
ccomisiones_mantenimiento
0.11
thomebanking
0.11
cmobile_app_trx
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.04
active_quarter
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
CORRELATION RATIO WITH...
Master_fechaalta
0.08
Visa_fechaalta
0.06
cliente_antiguedad
0.05
numero_de_cliente
0.04
mcomisiones_mantenimiento
0.03
ctarjeta_visa_debitos_automaticos
0.03
mcomisiones
0.03
mcomisiones_otras
0.03
cliente_edad
0.03
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
ccomisiones_otras
0.02
chomebanking_transacciones
0.02
mrentabilidad_annual
0.01
internet
MISSING:
---
TOP CATEGORIES
0
645
91%
1
48
7%
2
15
2%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
internet
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON internet:
Visa_Finiciomora
0.15
Visa_delinquency
0.14
cproductos
0.09
Visa_fultimo_cierre
0.08
cprestamos_personales
0.08
Master_Finiciomora
0.06
ctarjeta_visa
0.06
mdescubierto_preacordado
0.05
Master_delinquency
0.05
Master_fultimo_cierre
0.05
ctarjeta_master
0.05
ccomisiones_mantenimiento
0.04
thomebanking
0.03
ccuenta_debitos_automaticos
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
CORRELATION RATIO WITH...
mprestamos_personales
0.19
mcuenta_corriente
0.17
Master_mpagominimo
0.17
Visa_mpagominimo
0.16
mactivos_margen
0.15
mcomisiones_mantenimiento
0.14
Master_Fvencimiento
0.14
Visa_mfinanciacion_limite
0.12
Visa_mlimitecompra
0.12
Master_msaldopesos
0.12
Master_msaldototal
0.11
Visa_msaldopesos
0.11
Visa_msaldototal
0.10
mrentabilidad_annual
0.10
cliente_edad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
numero_de_cliente
-0.48
cliente_antiguedad
0.37
Visa_fechaalta
0.36
Master_fechaalta
0.26
Visa_mfinanciacion_limite
0.15
Visa_mlimitecompra
0.15
Master_cconsumos
0.14
Master_mfinanciacion_limite
0.14
Master_mlimitecompra
0.14
ctarjeta_visa_debitos_automaticos
0.13
mttarjeta_visa_debitos_automaticos
0.12
mcaja_ahorro_adicional
0.12
mcomisiones_mantenimiento
0.12
mcomisiones
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cmobile_app_trx
0.19
ccaja_seguridad
0.19
ctarjeta_debito
0.18
Master_fultimo_cierre
0.16
cproductos
0.15
Visa_fultimo_cierre
0.14
ccomisiones_mantenimiento
0.13
cseguro_vivienda
0.13
cprestamos_personales
0.12
ccuenta_debitos_automaticos
0.12
cpayroll_trx
0.11
Master_mpagado
0.10
cseguro_vida
0.10
mprestamos_prendarios
0.09
MOST FREQUENT VALUES
38
25
3.5%
42
24
3.4%
49
23
3.2%
40
23
3.2%
43
22
3.1%
35
22
3.1%
57
21
3.0%
29
20
2.8%
50
19
2.7%
34
19
2.7%
46
19
2.7%
45
19
2.7%
54
19
2.7%
44
18
2.5%
36
18
2.5%
SMALLEST VALUES
22
2
0.3%
23
2
0.3%
24
1
0.1%
25
6
0.8%
26
6
0.8%
27
9
1.3%
28
8
1.1%
29
20
2.8%
30
15
2.1%
31
16
2.3%
32
17
2.4%
33
14
2.0%
34
19
2.7%
35
22
3.1%
36
18
2.5%
LARGEST VALUES
90
1
0.1%
85
1
0.1%
83
2
0.3%
82
2
0.3%
81
2
0.3%
80
1
0.1%
79
5
0.7%
78
3
0.4%
77
4
0.6%
76
5
0.7%
75
5
0.7%
74
7
1.0%
73
6
0.8%
72
8
1.1%
71
7
1.0%
cliente_antiguedad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.87
Master_fechaalta
0.71
numero_de_cliente
-0.63
cliente_edad
0.37
Master_Fvencimiento
0.31
Visa_mlimitecompra
0.22
Visa_mfinanciacion_limite
0.22
ctarjeta_visa_debitos_automaticos
0.21
Master_mpagospesos
0.15
ccomisiones_otras
0.15
mttarjeta_visa_debitos_automaticos
0.12
ctarjeta_visa_transacciones
0.11
Master_mlimitecompra
0.11
Master_mfinanciacion_limite
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
0.29
Master_fultimo_cierre
0.28
ccuenta_debitos_automaticos
0.21
ctarjeta_debito
0.20
active_quarter
0.18
cproductos
0.18
cinversion2
0.16
ctarjeta_visa
0.14
ccajas_consultas
0.14
cseguro_vivienda
0.13
cseguro_accidentes_personales
0.13
mforex_sell
0.12
Visa_Finiciomora
0.12
tcuentas
0.10
MOST FREQUENT VALUES
317
25
3.5%
31
13
1.8%
37
10
1.4%
52
10
1.4%
12
9
1.3%
36
9
1.3%
14
8
1.1%
10
8
1.1%
51
8
1.1%
42
8
1.1%
44
7
1.0%
64
7
1.0%
11
7
1.0%
45
7
1.0%
47
7
1.0%
SMALLEST VALUES
1
1
0.1%
2
3
0.4%
3
2
0.3%
5
6
0.8%
6
4
0.6%
7
3
0.4%
8
5
0.7%
9
3
0.4%
10
8
1.1%
11
7
1.0%
12
9
1.3%
13
5
0.7%
14
8
1.1%
15
3
0.4%
16
5
0.7%
LARGEST VALUES
370
6
0.8%
317
25
3.5%
314
1
0.1%
310
1
0.1%
305
2
0.3%
298
1
0.1%
294
1
0.1%
291
1
0.1%
284
2
0.3%
281
2
0.3%
280
2
0.3%
279
2
0.3%
278
1
0.1%
275
2
0.3%
273
1
0.1%
mrentabilidad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.84
mrentabilidad_annual
0.83
mcaja_ahorro
0.77
mtransferencias_recibidas
0.70
mactivos_margen
0.66
mcomisiones
0.63
mcomisiones_otras
0.63
mcuentas_saldo
0.57
mprestamos_personales
0.52
mcuenta_corriente
0.50
mcheques_depositados
0.50
Master_mpagospesos
-0.41
ctrx_quarter
0.29
mttarjeta_visa_debitos_automaticos
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
0.78
mcheques_emitidos
0.78
ccheques_depositados
0.78
cseguro_auto
0.78
ccheques_depositados_rechazados
0.78
mcheques_depositados_rechazados
0.78
ccajas_depositos
0.47
ccajas_otras
0.36
tpaquete1
0.26
cprestamos_personales
0.22
cproductos
0.21
Master_mpagosdolares
0.20
ccuenta_debitos_automaticos
0.18
cseguro_vivienda
0.15
MOST FREQUENT VALUES
0.0
6
0.8%
0.02
2
0.3%
107.2
2
0.3%
0.33
2
0.3%
56.73
1
0.1%
-1267.69
1
0.1%
973.87
1
0.1%
1263.92
1
0.1%
20.24
1
0.1%
105.39
1
0.1%
-1.48
1
0.1%
248.21
1
0.1%
30.2
1
0.1%
1011.5
1
0.1%
1170.37
1
0.1%
SMALLEST VALUES
-30436.88
1
0.1%
-10293.29
1
0.1%
-5314.94
1
0.1%
-5203.04
1
0.1%
-5094.25
1
0.1%
-4742.88
1
0.1%
-4444.23
1
0.1%
-4403.92
1
0.1%
-4019.58
1
0.1%
-3886.31
1
0.1%
-3707.2
1
0.1%
-2802.71
1
0.1%
-2067.74
1
0.1%
-2007.6
1
0.1%
-1996.51
1
0.1%
LARGEST VALUES
97988.07
1
0.1%
25934.78
1
0.1%
24074.52
1
0.1%
22488.27
1
0.1%
22429.98
1
0.1%
20560.12
1
0.1%
18628.06
1
0.1%
14148.72
1
0.1%
14117.06
1
0.1%
11253.41
1
0.1%
10379.78
1
0.1%
10297.29
1
0.1%
9153.45
1
0.1%
8190.02
1
0.1%
6236.06
1
0.1%
mrentabilidad_annual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.83
mcaja_ahorro
0.68
mpasivos_margen
0.67
mtransferencias_recibidas
0.60
mactivos_margen
0.56
mcuentas_saldo
0.56
mcomisiones_otras
0.55
mcomisiones
0.54
mprestamos_personales
0.51
mcheques_depositados
0.41
Master_mpagospesos
-0.39
mcuenta_corriente
0.37
ctrx_quarter
0.29
mtransferencias_emitidas
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
0.66
mcheques_emitidos
0.66
ccheques_depositados
0.65
cseguro_auto
0.65
ccheques_depositados_rechazados
0.65
mcheques_depositados_rechazados
0.65
ccajas_depositos
0.41
ccajas_otras
0.31
ccuenta_debitos_automaticos
0.29
cproductos
0.27
tpaquete1
0.24
cprestamos_personales
0.21
minversion1_dolares
0.18
ctarjeta_master_debitos_automaticos
0.18
MOST FREQUENT VALUES
0.0
6
0.8%
24655.59
1
0.1%
144.01
1
0.1%
13089.62
1
0.1%
-173.26
1
0.1%
12992.25
1
0.1%
10295.28
1
0.1%
8627.88
1
0.1%
1125.07
1
0.1%
509.41
1
0.1%
768.83
1
0.1%
34290.34
1
0.1%
1322.22
1
0.1%
5486.51
1
0.1%
12448.53
1
0.1%
SMALLEST VALUES
-115033.9
1
0.1%
-96898.41
1
0.1%
-76344.94
1
0.1%
-70365.56
1
0.1%
-44512.12
1
0.1%
-42556.09
1
0.1%
-28539.3
1
0.1%
-27838.64
1
0.1%
-23740.34
1
0.1%
-21231.42
1
0.1%
-19137.01
1
0.1%
-14651.51
1
0.1%
-14031.3
1
0.1%
-13687.86
1
0.1%
-13629.2
1
0.1%
LARGEST VALUES
593942.93
1
0.1%
289321.5
1
0.1%
229954.88
1
0.1%
207069.74
1
0.1%
171456.93
1
0.1%
158059.12
1
0.1%
134600.06
1
0.1%
131119.74
1
0.1%
125305.81
1
0.1%
98331.88
1
0.1%
95463.15
1
0.1%
89998.54
1
0.1%
82031.64
1
0.1%
80896.14
1
0.1%
79574.42
1
0.1%
mcomisiones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones_otras
1.00
mrentabilidad
0.63
mttarjeta_master_debitos_automaticos
0.58
Master_mpagospesos
-0.58
mrentabilidad_annual
0.54
mtransferencias_recibidas
0.53
mcuentas_saldo
0.49
mcomisiones_mantenimiento
0.48
mcaja_ahorro
0.41
mpasivos_margen
0.40
mtarjeta_visa_consumo
0.40
mcaja_ahorro_dolares
0.39
mttarjeta_visa_debitos_automaticos
0.37
mcheques_depositados
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.58
ccheques_emitidos
0.46
mcheques_emitidos
0.46
ccheques_depositados
0.45
cseguro_auto
0.44
ccheques_depositados_rechazados
0.43
mcheques_depositados_rechazados
0.43
ccomisiones_mantenimiento
0.42
cproductos
0.30
ccajas_depositos
0.30
ccuenta_debitos_automaticos
0.30
minversion1_dolares
0.28
ctarjeta_master_debitos_automaticos
0.24
tpaquete1
0.22
MOST FREQUENT VALUES
0.0
146
20.6%
1221.91
57
8.1%
1726.11
30
4.2%
62.47
21
3.0%
1284.39
6
0.8%
2350.95
5
0.7%
1788.59
4
0.6%
6.98
4
0.6%
12.6
3
0.4%
2104.49
3
0.4%
1228.89
3
0.4%
1543.87
3
0.4%
69.39
2
0.3%
1291.37
2
0.3%
-1663.63
2
0.3%
SMALLEST VALUES
-5178.33
1
0.1%
-3452.22
1
0.1%
-1726.11
1
0.1%
-1663.63
2
0.3%
-1221.91
1
0.1%
-867.7
1
0.1%
-394.99
1
0.1%
-359.92
1
0.1%
-279.96
1
0.1%
-194.78
1
0.1%
-189.72
1
0.1%
-132.3
1
0.1%
-126.68
1
0.1%
-118.68
1
0.1%
-101.48
1
0.1%
LARGEST VALUES
26274.25
1
0.1%
20004.69
1
0.1%
13033.69
1
0.1%
9365.0
1
0.1%
7713.72
1
0.1%
6636.84
1
0.1%
5747.75
1
0.1%
5092.64
1
0.1%
4702.67
1
0.1%
4108.16
1
0.1%
4054.78
1
0.1%
3612.78
1
0.1%
3499.25
1
0.1%
3290.69
1
0.1%
3282.5
1
0.1%
mactivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.66
mrentabilidad_annual
0.56
mprestamos_personales
0.36
mcaja_ahorro
0.36
Visa_mpagominimo
0.31
mtransferencias_recibidas
0.30
mpasivos_margen
0.29
mcuenta_corriente
0.26
mtarjeta_visa_consumo
-0.21
Visa_mconsumosdolares
-0.21
mcuentas_saldo
0.20
Visa_cconsumos
-0.20
Visa_mconsumospesos
-0.19
Visa_mconsumototal
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
0.46
mcheques_emitidos
0.46
ccheques_depositados
0.46
cseguro_auto
0.44
ccheques_depositados_rechazados
0.43
mcheques_depositados_rechazados
0.43
cprestamos_personales
0.33
ccajas_depositos
0.27
ccuenta_debitos_automaticos
0.23
ccajas_otras
0.21
ctarjeta_visa
0.15
internet
0.15
Visa_fultimo_cierre
0.14
Master_mpagado
0.13
MOST FREQUENT VALUES
0.0
115
16.2%
8.72
2
0.3%
-23.39
1
0.1%
228.05
1
0.1%
518.82
1
0.1%
479.62
1
0.1%
-585.64
1
0.1%
318.36
1
0.1%
17.3
1
0.1%
-16.67
1
0.1%
-904.7
1
0.1%
21.75
1
0.1%
-11.28
1
0.1%
-0.52
1
0.1%
-49.55
1
0.1%
SMALLEST VALUES
-9548.03
1
0.1%
-7607.92
1
0.1%
-5847.69
1
0.1%
-5098.12
1
0.1%
-4982.63
1
0.1%
-4845.36
1
0.1%
-4731.88
1
0.1%
-4444.5
1
0.1%
-4333.37
1
0.1%
-3988.54
1
0.1%
-3837.99
1
0.1%
-3692.98
1
0.1%
-3017.0
1
0.1%
-2617.3
1
0.1%
-2617.08
1
0.1%
LARGEST VALUES
21230.14
1
0.1%
19247.06
1
0.1%
18833.23
1
0.1%
18808.76
1
0.1%
9824.16
1
0.1%
9144.08
1
0.1%
5842.07
1
0.1%
3576.3
1
0.1%
3268.44
1
0.1%
3243.86
1
0.1%
3036.06
1
0.1%
2982.38
1
0.1%
2628.4
1
0.1%
2389.39
1
0.1%
2385.98
1
0.1%
mpasivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.84
mcaja_ahorro
0.82
mtransferencias_recibidas
0.67
mrentabilidad_annual
0.67
mcuentas_saldo
0.54
mcheques_depositados
0.54
mcuenta_corriente
0.51
mprestamos_personales
0.42
mcomisiones
0.40
mcomisiones_otras
0.40
ctrx_quarter
0.29
mautoservicio
0.29
mactivos_margen
0.29
Master_mpagospesos
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.77
ccheques_emitidos
0.76
mcheques_emitidos
0.76
cseguro_auto
0.76
ccheques_depositados_rechazados
0.76
mcheques_depositados_rechazados
0.76
ccajas_depositos
0.44
ccajas_otras
0.33
tpaquete1
0.28
ccajas_transacciones
0.18
cproductos
0.16
cseguro_vivienda
0.14
cpayroll_trx
0.11
cplazo_fijo
0.10
MOST FREQUENT VALUES
0.0
104
14.7%
0.02
5
0.7%
0.03
4
0.6%
2.92
2
0.3%
2.89
2
0.3%
3.04
2
0.3%
3.29
2
0.3%
20.35
2
0.3%
0.54
2
0.3%
0.05
2
0.3%
0.76
2
0.3%
176.4
2
0.3%
0.35
2
0.3%
1.11
2
0.3%
2.8
2
0.3%
SMALLEST VALUES
-25660.86
1
0.1%
-8797.69
1
0.1%
-3980.67
1
0.1%
-2108.22
1
0.1%
-1698.09
1
0.1%
-834.39
1
0.1%
-616.79
1
0.1%
-481.83
1
0.1%
-416.47
1
0.1%
-325.4
1
0.1%
-292.5
1
0.1%
-283.4
1
0.1%
-278.48
1
0.1%
-271.26
1
0.1%
-265.63
1
0.1%
LARGEST VALUES
45422.32
1
0.1%
17619.55
1
0.1%
9423.9
1
0.1%
8678.95
1
0.1%
6098.33
1
0.1%
5218.52
1
0.1%
4910.59
1
0.1%
4437.35
1
0.1%
3966.66
1
0.1%
3841.1
1
0.1%
3740.65
1
0.1%
2989.76
1
0.1%
2900.45
1
0.1%
2869.04
1
0.1%
2679.34
1
0.1%
cproductos
MISSING:
---
TOP CATEGORIES
7
234
33%
6
215
30%
8
98
14%
5
82
12%
4
37
5%
9
25
4%
10
12
2%
11
3
<1%
14
1
<1%
12
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cproductos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cproductos:
ctarjeta_visa
0.15
Visa_fultimo_cierre
0.14
ctarjeta_master
0.14
Master_fultimo_cierre
0.13
mdescubierto_preacordado
0.06
ccuenta_debitos_automaticos
0.05
cseguro_accidentes_personales
0.04
cseguro_vivienda
0.03
cseguro_vida
0.03
cprestamos_personales
0.03
cplazo_fijo
0.03
active_quarter
0.02
ccaja_seguridad
0.02
internet
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
CORRELATION RATIO WITH...
Master_Fvencimiento
0.45
Visa_mlimitecompra
0.42
Visa_mfinanciacion_limite
0.42
Master_mfinanciacion_limite
0.39
Master_mlimitecompra
0.39
Visa_fechaalta
0.38
ctarjeta_visa_debitos_automaticos
0.37
ctrx_quarter
0.34
Master_fechaalta
0.33
mtarjeta_visa_consumo
0.33
ccomisiones_otras
0.33
mprestamos_personales
0.30
mcomisiones_otras
0.30
mcomisiones
0.30
tpaquete1
MISSING:
---
TOP CATEGORIES
1
697
98%
2
11
2%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete1
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete1:
ccheques_depositados
0.15
ccheques_emitidos
0.15
mcheques_emitidos
0.15
active_quarter
0.10
cseguro_auto
0.08
ccheques_depositados_rechazados
0.07
mcheques_depositados_rechazados
0.07
ccajas_depositos
0.06
cproductos
0.06
Visa_fultimo_cierre
0.05
Master_fultimo_cierre
0.04
catm_trx_other
0.04
ccajas_otras
0.03
ccuenta_debitos_automaticos
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
CORRELATION RATIO WITH...
mcheques_depositados
0.38
mcaja_ahorro
0.30
mtransferencias_recibidas
0.29
ctransferencias_recibidas
0.28
mpasivos_margen
0.28
mrentabilidad
0.26
mrentabilidad_annual
0.24
mcomisiones
0.22
mcomisiones_otras
0.21
mcuentas_saldo
0.19
mcuenta_corriente
0.16
mprestamos_personales
0.15
Visa_mpagospesos
0.15
cpagomiscuentas
0.11
tpaquete2
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete2
PROVIDES INFORMATION ON...
foto_mes
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete2:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
tpaquete3
MISSING:
---
TOP CATEGORIES
0
698
99%
1
10
1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete3
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete3:
ccaja_ahorro
0.66
mprestamos_prendarios
0.17
cprestamos_prendarios
0.11
ccuenta_debitos_automaticos
0.11
ccheques_emitidos
0.08
mcheques_emitidos
0.08
cproductos
0.08
ccaja_seguridad
0.06
cplazo_fijo
0.05
ccheques_depositados
0.05
ctarjeta_debito
0.04
catm_trx_other
0.03
internet
0.03
Visa_Finiciomora
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete3
CORRELATION RATIO WITH...
chomebanking_transacciones
0.25
cpagomiscuentas
0.20
ctrx_quarter
0.14
ctransferencias_recibidas
0.13
ctransferencias_emitidas
0.07
Master_mpagospesos
0.07
ccallcenter_transacciones
0.07
mautoservicio
0.07
mrentabilidad_annual
0.06
mtransferencias_emitidas
0.06
ctarjeta_debito_transacciones
0.05
mtransferencias_recibidas
0.04
Visa_mpagominimo
0.04
numero_de_cliente
0.03
tpaquete4
MISSING:
---
TOP CATEGORIES
0
698
99%
1
10
1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete4
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete4:
ccaja_ahorro
0.66
Master_fultimo_cierre
0.12
cproductos
0.11
ctarjeta_debito
0.10
Visa_fultimo_cierre
0.10
cinversion2
0.09
cseguro_auto
0.07
mforex_sell
0.06
ctarjeta_master
0.06
cplazo_fijo
0.04
cpayroll_trx
0.04
catm_trx_other
0.04
ctarjeta_visa
0.04
cprestamos_personales
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete4
CORRELATION RATIO WITH...
matm_other
0.14
Visa_mpagado
0.12
cpagomiscuentas
0.10
Master_cconsumos
0.08
cliente_edad
0.07
chomebanking_transacciones
0.07
cextraccion_autoservicio
0.07
Visa_mlimitecompra
0.07
Visa_mfinanciacion_limite
0.07
catm_trx
0.06
ctarjeta_master_transacciones
0.06
Master_fechaalta
0.05
Master_Fvencimiento
0.05
mautoservicio
0.05
tcuentas
MISSING:
---
TOP CATEGORIES
1
695
98%
2
13
2%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcuentas
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tcuentas:
active_quarter
0.12
ccomisiones_mantenimiento
0.12
cproductos
0.08
Master_mpagado
0.06
thomebanking
0.05
ccuenta_debitos_automaticos
0.04
Master_fultimo_cierre
0.03
ctarjeta_debito
0.03
cmobile_app_trx
0.03
Visa_fultimo_cierre
0.02
ctarjeta_master
0.02
cprestamos_personales
0.02
cseguro_accidentes_personales
0.02
internet
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcuentas
CORRELATION RATIO WITH...
Master_Fvencimiento
0.14
cliente_antiguedad
0.10
mcomisiones_mantenimiento
0.09
ctrx_quarter
0.08
Master_fechaalta
0.08
mcomisiones
0.07
mcomisiones_otras
0.07
ccomisiones_otras
0.07
Visa_fechaalta
0.07
mrentabilidad_annual
0.06
numero_de_cliente
0.05
chomebanking_transacciones
0.05
ctransferencias_emitidas
0.04
ctarjeta_debito_transacciones
0.04
ccuenta_corriente
MISSING:
---
TOP CATEGORIES
1
707
>99%
2
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccuenta_corriente
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccuenta_corriente:
cproductos
0.75
ccaja_ahorro
0.43
ccaja_seguridad
0.43
cseguro_accidentes_personales
0.31
ccuenta_debitos_automaticos
0.29
ctarjeta_debito
0.17
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.08
thomebanking
0.08
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.07
ctarjeta_master
0.04
active_quarter
0.03
ctarjeta_visa
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_corriente
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.05
ctransferencias_emitidas
0.04
cpagomiscuentas
0.04
mttarjeta_visa_debitos_automaticos
0.04
ctrx_quarter
0.04
ctransferencias_recibidas
0.04
mcomisiones_mantenimiento
0.03
mcaja_ahorro
0.02
mpasivos_margen
0.02
mautoservicio
0.02
ccomisiones_otras
0.02
mrentabilidad_annual
0.02
numero_de_cliente
0.01
ctarjeta_visa_transacciones
0.01
mcuenta_corriente_adicional
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcuenta_corriente_adicional
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mcuenta_corriente_adicional:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcuenta_corriente_adicional
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcuenta_corriente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.59
mtransferencias_recibidas
0.52
mpasivos_margen
0.51
mrentabilidad
0.50
mcuentas_saldo
0.46
mrentabilidad_annual
0.37
mcheques_depositados
0.36
mcomisiones
0.27
mcomisiones_otras
0.27
mactivos_margen
0.26
Master_mpagominimo
-0.25
Master_mpagospesos
-0.24
mtransferencias_emitidas
0.21
Master_msaldopesos
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
0.67
mcheques_emitidos
0.67
ccheques_depositados
0.65
cseguro_auto
0.65
ccheques_depositados_rechazados
0.65
mcheques_depositados_rechazados
0.65
cprestamos_personales
0.29
ccajas_depositos
0.28
Master_Finiciomora
0.28
cproductos
0.24
ccajas_otras
0.22
Master_delinquency
0.20
internet
0.17
tpaquete1
0.16
MOST FREQUENT VALUES
0.0
298
42.1%
-308.56
2
0.3%
-5130.67
1
0.1%
-154.79
1
0.1%
-215.15
1
0.1%
1203.62
1
0.1%
-6326.97
1
0.1%
-109.05
1
0.1%
-581.7
1
0.1%
-7376.17
1
0.1%
29586.9
1
0.1%
-3.95
1
0.1%
-4861.52
1
0.1%
-1756.04
1
0.1%
-28084.77
1
0.1%
SMALLEST VALUES
-273075.57
1
0.1%
-192262.04
1
0.1%
-80108.2
1
0.1%
-52546.18
1
0.1%
-36861.72
1
0.1%
-36457.05
1
0.1%
-31292.93
1
0.1%
-28084.77
1
0.1%
-27705.86
1
0.1%
-26831.51
1
0.1%
-24224.27
1
0.1%
-22684.22
1
0.1%
-22489.45
1
0.1%
-22008.54
1
0.1%
-21479.94
1
0.1%
LARGEST VALUES
314071.33
1
0.1%
49048.96
1
0.1%
34217.84
1
0.1%
29586.9
1
0.1%
27423.38
1
0.1%
12180.96
1
0.1%
12174.09
1
0.1%
10910.62
1
0.1%
8499.07
1
0.1%
5436.9
1
0.1%
3454.97
1
0.1%
3313.0
1
0.1%
1738.07
1
0.1%
1618.39
1
0.1%
1428.55
1
0.1%
ccaja_ahorro
MISSING:
---
TOP CATEGORIES
2
650
92%
3
31
4%
4
27
4%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_ahorro
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccaja_ahorro:
tpaquete3
0.14
tpaquete4
0.14
cproductos
0.08
ccuenta_debitos_automaticos
0.05
mprestamos_prendarios
0.04
ctarjeta_debito
0.04
ccheques_emitidos
0.03
mcheques_emitidos
0.03
catm_trx_other
0.02
ccaja_seguridad
0.02
cprestamos_prendarios
0.02
cinversion2
0.02
ccheques_depositados
0.02
Master_status
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
CORRELATION RATIO WITH...
mcaja_ahorro_adicional
0.51
cpagomiscuentas
0.19
chomebanking_transacciones
0.18
Visa_Fvencimiento
0.18
ctrx_quarter
0.14
mautoservicio
0.13
ctarjeta_debito_transacciones
0.12
ctransferencias_recibidas
0.08
mcheques_depositados
0.08
matm_other
0.08
Visa_mlimitecompra
0.08
Master_mlimitecompra
0.08
Master_mfinanciacion_limite
0.08
Visa_mfinanciacion_limite
0.07
mcaja_ahorro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.82
mrentabilidad
0.77
mtransferencias_recibidas
0.76
mrentabilidad_annual
0.68
mcuentas_saldo
0.64
mcuenta_corriente
0.59
mcheques_depositados
0.59
mprestamos_personales
0.49
mcomisiones
0.41
mcomisiones_otras
0.41
mactivos_margen
0.36
mautoservicio
0.35
ctarjeta_debito_transacciones
0.33
ctrx_quarter
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.89
ccheques_emitidos
0.89
mcheques_emitidos
0.89
cseguro_auto
0.89
ccheques_depositados_rechazados
0.89
mcheques_depositados_rechazados
0.89
ccajas_depositos
0.51
ccajas_otras
0.39
tpaquete1
0.30
cproductos
0.21
ccajas_transacciones
0.20
cplazo_fijo
0.16
cseguro_vivienda
0.14
cpayroll_trx
0.14
MOST FREQUENT VALUES
0.0
214
30.2%
0.03
2
0.3%
41585.63
1
0.1%
6075.01
1
0.1%
2283.78
1
0.1%
0.07
1
0.1%
20925.22
1
0.1%
66.56
1
0.1%
286.57
1
0.1%
18298.06
1
0.1%
5911.84
1
0.1%
744.45
1
0.1%
46056.21
1
0.1%
23.27
1
0.1%
15814.63
1
0.1%
SMALLEST VALUES
0.0
214
30.2%
0.02
1
0.1%
0.03
2
0.3%
0.04
1
0.1%
0.07
1
0.1%
0.15
1
0.1%
0.39
1
0.1%
0.43
1
0.1%
0.58
1
0.1%
0.94
1
0.1%
1.24
1
0.1%
1.83
1
0.1%
1.87
1
0.1%
2.31
1
0.1%
2.42
1
0.1%
LARGEST VALUES
2537751.99
1
0.1%
558410.9
1
0.1%
552312.58
1
0.1%
540714.56
1
0.1%
325545.46
1
0.1%
309743.78
1
0.1%
290643.44
1
0.1%
278206.87
1
0.1%
234489.46
1
0.1%
181488.51
1
0.1%
169661.99
1
0.1%
167219.76
1
0.1%
165336.98
1
0.1%
165098.17
1
0.1%
164490.35
1
0.1%
mcaja_ahorro_adicional
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccallcenter_transacciones
0.13
cliente_edad
0.12
mcheques_depositados
0.11
mextraccion_autoservicio
0.08
ctarjeta_debito_transacciones
0.08
cextraccion_autoservicio
0.08
matm
0.08
Master_Fvencimiento
-0.08
mautoservicio
0.07
catm_trx
0.07
matm_other
0.05
Master_mlimitecompra
-0.05
Master_mfinanciacion_limite
-0.05
Master_fechaalta
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.51
mforex_sell
0.24
cforex_sell
0.24
cforex
0.23
cplazo_fijo
0.18
ccheques_depositados
0.13
ccajas_extracciones
0.13
catm_trx_other
0.10
Master_fultimo_cierre
0.09
ccajas_depositos
0.08
ctarjeta_debito
0.08
ccajas_transacciones
0.08
ccajas_consultas
0.07
cproductos
0.06
MOST FREQUENT VALUES
0.0
688
97.2%
10945.15
1
0.1%
201.77
1
0.1%
9419.09
1
0.1%
28.36
1
0.1%
9144.09
1
0.1%
1830.47
1
0.1%
27590.24
1
0.1%
4529.02
1
0.1%
28079.46
1
0.1%
55090.32
1
0.1%
11696.17
1
0.1%
11818.18
1
0.1%
28112.64
1
0.1%
43664.59
1
0.1%
SMALLEST VALUES
0.0
688
97.2%
0.24
1
0.1%
28.36
1
0.1%
201.77
1
0.1%
931.99
1
0.1%
1234.81
1
0.1%
1504.07
1
0.1%
1830.47
1
0.1%
3338.91
1
0.1%
4529.02
1
0.1%
7118.33
1
0.1%
9144.09
1
0.1%
9419.09
1
0.1%
10945.15
1
0.1%
11696.17
1
0.1%
LARGEST VALUES
55090.32
1
0.1%
43664.59
1
0.1%
28112.64
1
0.1%
28079.46
1
0.1%
27590.24
1
0.1%
11818.18
1
0.1%
11696.17
1
0.1%
10945.15
1
0.1%
9419.09
1
0.1%
9144.09
1
0.1%
7118.33
1
0.1%
4529.02
1
0.1%
3338.91
1
0.1%
1830.47
1
0.1%
1504.07
1
0.1%
mcaja_ahorro_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.77
mttarjeta_master_debitos_automaticos
0.66
Master_mpagospesos
-0.40
mcomisiones
0.39
mcomisiones_otras
0.39
mplazo_fijo_dolares
0.32
Master_mfinanciacion_limite
0.25
Master_mlimitecompra
0.25
mrentabilidad_annual
0.23
mttarjeta_visa_debitos_automaticos
0.19
mrentabilidad
0.15
Master_cconsumos
0.14
Visa_mlimitecompra
0.13
Visa_mfinanciacion_limite
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.74
Master_mpagosdolares
0.60
cinversion1
0.27
ccaja_seguridad
0.26
cplazo_fijo
0.22
cproductos
0.19
mforex_sell
0.18
Master_status
0.17
Master_fultimo_cierre
0.15
Visa_fultimo_cierre
0.13
ccuenta_debitos_automaticos
0.12
ccheques_depositados
0.08
thomebanking
0.07
cforex_sell
0.07
MOST FREQUENT VALUES
0.0
422
59.6%
0.91
21
3.0%
1.83
13
1.8%
9.16
5
0.7%
3.66
4
0.6%
11.91
4
0.6%
18328.82
4
0.6%
6.41
4
0.6%
5.49
3
0.4%
2.74
3
0.4%
78.81
3
0.4%
24.74
3
0.4%
23.83
2
0.3%
93.47
2
0.3%
36657.64
2
0.3%
SMALLEST VALUES
0.0
422
59.6%
0.91
21
3.0%
1.83
13
1.8%
2.74
3
0.4%
3.66
4
0.6%
4.58
2
0.3%
5.49
3
0.4%
6.41
4
0.6%
7.33
1
0.1%
8.24
2
0.3%
9.16
5
0.7%
10.08
2
0.3%
10.99
1
0.1%
11.91
4
0.6%
12.83
1
0.1%
LARGEST VALUES
2785210.24
1
0.1%
2395847.41
1
0.1%
730412.72
1
0.1%
687403.23
1
0.1%
569847.66
1
0.1%
422237.4
1
0.1%
379091.36
1
0.1%
331236.64
1
0.1%
314594.06
1
0.1%
283647.68
1
0.1%
281720.41
1
0.1%
266134.49
1
0.1%
245971.87
1
0.1%
226057.6
1
0.1%
224835.99
1
0.1%
mdescubierto_preacordado
MISSING:
---
TOP CATEGORIES
1.17
649
92%
0.0
59
8%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mdescubierto_preacordado
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mdescubierto_preacordado:
ctarjeta_visa
0.35
Visa_fultimo_cierre
0.34
cproductos
0.32
ctarjeta_master
0.28
Master_fultimo_cierre
0.28
internet
0.06
ccajas_otras
0.04
ccuenta_debitos_automaticos
0.03
cinversion1
0.03
catm_trx_other
0.03
ctarjeta_debito
0.03
cprestamos_personales
0.02
thomebanking
0.02
Visa_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mdescubierto_preacordado
CORRELATION RATIO WITH...
Master_Fvencimiento
0.29
Visa_fechaalta
0.23
Master_fechaalta
0.21
minversion1_pesos
0.15
Visa_mlimitecompra
0.13
Visa_mfinanciacion_limite
0.13
mcuenta_debitos_automaticos
0.13
mpagomiscuentas
0.12
mcuenta_corriente
0.12
Master_mlimitecompra
0.11
Master_mfinanciacion_limite
0.11
minversion2
0.11
ctarjeta_visa_transacciones
0.10
ctarjeta_visa_debitos_automaticos
0.09
mcuentas_saldo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro_dolares
0.77
mcaja_ahorro
0.64
mrentabilidad
0.57
mrentabilidad_annual
0.56
mpasivos_margen
0.54
mtransferencias_recibidas
0.53
mcomisiones
0.49
mcomisiones_otras
0.49
mcuenta_corriente
0.46
Master_mpagospesos
-0.43
mttarjeta_master_debitos_automaticos
0.42
mcheques_depositados
0.37
mplazo_fijo_dolares
0.32
mtransferencias_emitidas
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.60
ccheques_depositados
0.59
ccheques_emitidos
0.59
mcheques_emitidos
0.59
cseguro_auto
0.58
ccheques_depositados_rechazados
0.58
mcheques_depositados_rechazados
0.58
Master_mpagosdolares
0.36
ccajas_depositos
0.33
cproductos
0.28
ccajas_otras
0.24
cplazo_fijo
0.23
cinversion1
0.22
ccaja_seguridad
0.21
MOST FREQUENT VALUES
0.0
18
2.5%
-3188.54
2
0.3%
44110.15
1
0.1%
-1.82
1
0.1%
245.43
1
0.1%
-14006.81
1
0.1%
209.24
1
0.1%
60090.26
1
0.1%
103328.71
1
0.1%
-619.53
1
0.1%
18563.8
1
0.1%
6.04
1
0.1%
227648.72
1
0.1%
1328.19
1
0.1%
1650.74
1
0.1%
SMALLEST VALUES
-273075.57
1
0.1%
-192262.04
1
0.1%
-140619.51
1
0.1%
-47761.57
1
0.1%
-38017.74
1
0.1%
-34253.79
1
0.1%
-28832.85
1
0.1%
-28317.67
1
0.1%
-25099.05
1
0.1%
-24270.02
1
0.1%
-24157.7
1
0.1%
-23776.34
1
0.1%
-23246.08
1
0.1%
-21366.31
1
0.1%
-20726.38
1
0.1%
LARGEST VALUES
2958335.33
1
0.1%
2939310.21
1
0.1%
1817762.81
1
0.1%
734530.16
1
0.1%
704228.28
1
0.1%
617885.76
1
0.1%
609755.11
1
0.1%
510353.92
1
0.1%
426649.64
1
0.1%
401415.99
1
0.1%
383380.61
1
0.1%
364661.11
1
0.1%
358254.33
1
0.1%
345800.89
1
0.1%
343911.63
1
0.1%
ctarjeta_debito
MISSING:
---
TOP CATEGORIES
1
446
63%
2
192
27%
3
44
6%
4
18
3%
0
5
<1%
5
2
<1%
6
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_debito
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_debito:
cproductos
0.03
ccuenta_debitos_automaticos
0.02
Master_fultimo_cierre
0.02
ccomisiones_mantenimiento
0.02
ccajas_otras
0.02
ccaja_ahorro
0.01
Visa_fultimo_cierre
0.01
cprestamos_personales
0.01
mprestamos_prendarios
0.01
ctarjeta_master_debitos_automaticos
0.01
Master_msaldodolares
0.01
ccaja_seguridad
0.01
catm_trx_other
0.01
cseguro_accidentes_personales
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
CORRELATION RATIO WITH...
Visa_mpagosdolares
0.21
cliente_antiguedad
0.20
cliente_edad
0.18
Visa_fechaalta
0.18
Visa_mfinanciacion_limite
0.17
Visa_mlimitecompra
0.17
mcomisiones_mantenimiento
0.16
Master_fechaalta
0.16
numero_de_cliente
0.13
Master_mpagospesos
0.12
Visa_mpagospesos
0.11
Master_mfinanciacion_limite
0.11
Master_mlimitecompra
0.11
Master_Fvencimiento
0.09
ctarjeta_debito_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mautoservicio
0.87
ctrx_quarter
0.60
ctransferencias_emitidas
0.42
mpayroll
0.38
mcaja_ahorro
0.33
ctransferencias_recibidas
0.30
mtransferencias_recibidas
0.30
cextraccion_autoservicio
0.28
matm_other
0.28
mpasivos_margen
0.27
mcuentas_saldo
0.27
Master_mpagospesos
-0.25
cpagomiscuentas
0.22
ctarjeta_visa_transacciones
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.46
catm_trx_other
0.43
mforex_sell
0.35
cmobile_app_trx
0.27
cforex_sell
0.27
cforex
0.26
ccheques_depositados
0.26
ccheques_emitidos
0.24
mcheques_emitidos
0.24
cseguro_auto
0.22
ccheques_depositados_rechazados
0.22
mcheques_depositados_rechazados
0.22
Master_mpagosdolares
0.19
ccuenta_debitos_automaticos
0.19
MOST FREQUENT VALUES
0
566
79.9%
1
42
5.9%
2
19
2.7%
8
11
1.6%
3
10
1.4%
7
6
0.8%
5
6
0.8%
4
6
0.8%
15
4
0.6%
9
4
0.6%
20
4
0.6%
11
3
0.4%
10
3
0.4%
6
3
0.4%
17
2
0.3%
SMALLEST VALUES
0
566
79.9%
1
42
5.9%
2
19
2.7%
3
10
1.4%
4
6
0.8%
5
6
0.8%
6
3
0.4%
7
6
0.8%
8
11
1.6%
9
4
0.6%
10
3
0.4%
11
3
0.4%
12
2
0.3%
13
1
0.1%
14
2
0.3%
LARGEST VALUES
35
1
0.1%
33
2
0.3%
29
1
0.1%
27
1
0.1%
25
1
0.1%
24
1
0.1%
23
1
0.1%
22
1
0.1%
21
1
0.1%
20
4
0.6%
19
2
0.3%
17
2
0.3%
16
2
0.3%
15
4
0.6%
14
2
0.3%
mautoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_debito_transacciones
0.87
ctrx_quarter
0.55
mpayroll
0.39
ctransferencias_emitidas
0.38
mcaja_ahorro
0.35
matm_other
0.30
ctransferencias_recibidas
0.30
mpasivos_margen
0.29
cextraccion_autoservicio
0.28
mtransferencias_recibidas
0.27
Master_mpagospesos
-0.25
mcuentas_saldo
0.25
cpagomiscuentas
0.23
catm_trx
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.43
catm_trx_other
0.41
mforex_sell
0.28
cmobile_app_trx
0.25
ccheques_emitidos
0.24
mcheques_emitidos
0.24
ccheques_depositados
0.24
Master_mpagosdolares
0.24
ccuenta_debitos_automaticos
0.22
cforex_sell
0.21
cforex
0.20
cseguro_auto
0.20
ccheques_depositados_rechazados
0.20
mcheques_depositados_rechazados
0.20
MOST FREQUENT VALUES
0.0
566
79.9%
2808.0
2
0.3%
8028.04
1
0.1%
1101.8
1
0.1%
1933.95
1
0.1%
32504.82
1
0.1%
2135.95
1
0.1%
11037.15
1
0.1%
2925.0
1
0.1%
3120.81
1
0.1%
2948.4
1
0.1%
1755.0
1
0.1%
12694.5
1
0.1%
696.15
1
0.1%
7421.69
1
0.1%
SMALLEST VALUES
0.0
566
79.9%
2.92
1
0.1%
58.5
1
0.1%
93.6
1
0.1%
132.21
1
0.1%
197.69
1
0.1%
210.6
1
0.1%
257.4
1
0.1%
329.94
1
0.1%
339.76
1
0.1%
343.46
1
0.1%
351.0
1
0.1%
411.84
1
0.1%
460.99
1
0.1%
506.02
1
0.1%
LARGEST VALUES
55915.5
1
0.1%
55855.29
1
0.1%
54969.45
1
0.1%
53833.44
1
0.1%
51619.86
1
0.1%
50486.33
1
0.1%
44023.08
1
0.1%
43512.2
1
0.1%
41721.53
1
0.1%
39636.62
1
0.1%
39272.22
1
0.1%
38824.16
1
0.1%
37387.5
1
0.1%
36033.91
1
0.1%
33038.3
1
0.1%
ctarjeta_visa
MISSING:
---
TOP CATEGORIES
1
577
81%
0
128
18%
2
3
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa:
Visa_fultimo_cierre
0.75
cproductos
0.50
ctarjeta_master
0.46
Master_fultimo_cierre
0.36
mdescubierto_preacordado
0.20
Visa_status
0.07
Master_status
0.05
internet
0.04
thomebanking
0.03
cprestamos_personales
0.03
ccuenta_debitos_automaticos
0.02
ccajas_otras
0.02
Master_Finiciomora
0.02
Master_delinquency
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
CORRELATION RATIO WITH...
Visa_Fvencimiento
0.58
Master_Fvencimiento
0.49
Visa_fechaalta
0.38
Visa_mfinanciacion_limite
0.33
Visa_mlimitecompra
0.33
Master_fechaalta
0.25
Master_mfinanciacion_limite
0.22
Master_mlimitecompra
0.22
ctarjeta_visa_transacciones
0.21
ctarjeta_visa_debitos_automaticos
0.21
Visa_mpagospesos
0.19
Visa_cconsumos
0.18
mactivos_margen
0.15
ctrx_quarter
0.14
ctarjeta_visa_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
0.69
mtarjeta_visa_consumo
0.63
ctarjeta_visa_debitos_automaticos
0.56
Visa_mpagospesos
-0.53
Visa_msaldopesos
0.50
Visa_msaldototal
0.50
ctrx_quarter
0.49
Visa_mpagado
0.48
mttarjeta_visa_debitos_automaticos
0.40
chomebanking_transacciones
0.31
Visa_mconsumospesos
0.31
Visa_mconsumototal
0.31
ctarjeta_master_transacciones
0.31
Visa_mconsumosdolares
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.57
ccheques_depositados
0.31
ccheques_emitidos
0.30
mcheques_emitidos
0.30
tmobile_app
0.27
cproductos
0.27
mforex_sell
0.22
ctarjeta_visa
0.21
cpayroll_trx
0.20
Visa_fultimo_cierre
0.19
active_quarter
0.19
tcallcenter
0.18
catm_trx_other
0.18
thomebanking
0.18
MOST FREQUENT VALUES
0
417
58.9%
1
60
8.5%
2
38
5.4%
3
27
3.8%
5
22
3.1%
4
19
2.7%
6
17
2.4%
7
17
2.4%
10
14
2.0%
8
11
1.6%
9
8
1.1%
11
7
1.0%
13
7
1.0%
12
6
0.8%
14
5
0.7%
SMALLEST VALUES
0
417
58.9%
1
60
8.5%
2
38
5.4%
3
27
3.8%
4
19
2.7%
5
22
3.1%
6
17
2.4%
7
17
2.4%
8
11
1.6%
9
8
1.1%
10
14
2.0%
11
7
1.0%
12
6
0.8%
13
7
1.0%
14
5
0.7%
LARGEST VALUES
109
1
0.1%
62
1
0.1%
51
1
0.1%
44
1
0.1%
39
1
0.1%
35
1
0.1%
34
2
0.3%
33
1
0.1%
32
1
0.1%
30
2
0.3%
27
2
0.3%
26
1
0.1%
25
1
0.1%
24
2
0.3%
22
1
0.1%
mtarjeta_visa_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
0.88
Visa_mconsumototal
0.88
Visa_msaldototal
0.79
Visa_msaldopesos
0.79
ctarjeta_visa_transacciones
0.63
Visa_mpagospesos
-0.48
Visa_cconsumos
0.46
Visa_mconsumosdolares
0.42
mcomisiones_otras
0.40
ctarjeta_visa_debitos_automaticos
0.40
mcomisiones
0.40
mttarjeta_visa_debitos_automaticos
0.39
ctrx_quarter
0.38
Visa_mpagado
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.36
ccheques_emitidos
0.35
mcheques_emitidos
0.35
cproductos
0.33
cseguro_vida
0.31
Master_mpagado
0.27
ccuenta_debitos_automaticos
0.27
tmobile_app
0.18
mforex_sell
0.17
thomebanking
0.16
catm_trx_other
0.16
minversion1_dolares
0.15
Master_fultimo_cierre
0.15
Visa_fultimo_cierre
0.15
MOST FREQUENT VALUES
0.0
417
58.9%
520.65
3
0.4%
90.73
2
0.3%
861.54
2
0.3%
25072.31
1
0.1%
3206.18
1
0.1%
14294.13
1
0.1%
2510.57
1
0.1%
3363.57
1
0.1%
455.13
1
0.1%
85349.55
1
0.1%
3106.89
1
0.1%
17102.84
1
0.1%
2036.19
1
0.1%
979.87
1
0.1%
SMALLEST VALUES
0.0
417
58.9%
31.39
1
0.1%
52.27
1
0.1%
61.58
1
0.1%
90.73
2
0.3%
98.17
1
0.1%
100.31
1
0.1%
139.23
1
0.1%
142.97
1
0.1%
182.36
1
0.1%
198.44
1
0.1%
274.01
1
0.1%
292.5
1
0.1%
304.55
1
0.1%
362.81
1
0.1%
LARGEST VALUES
398089.46
1
0.1%
218540.41
1
0.1%
210996.8
1
0.1%
139769.2
1
0.1%
108821.94
1
0.1%
107961.75
1
0.1%
104668.82
1
0.1%
101001.93
1
0.1%
85349.55
1
0.1%
80070.96
1
0.1%
75370.0
1
0.1%
71730.81
1
0.1%
69513.33
1
0.1%
64145.21
1
0.1%
57227.49
1
0.1%
ctarjeta_master
MISSING:
---
TOP CATEGORIES
1
526
74%
0
181
26%
2
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master:
Master_fultimo_cierre
0.82
cproductos
0.40
ctarjeta_visa
0.39
Visa_fultimo_cierre
0.33
mdescubierto_preacordado
0.14
cprestamos_personales
0.06
Master_status
0.05
Visa_status
0.04
internet
0.03
ccuenta_debitos_automaticos
0.02
thomebanking
0.02
ccajas_extracciones
0.01
cinversion1
0.01
ccajas_otras
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
CORRELATION RATIO WITH...
Master_Fvencimiento
0.64
Master_fechaalta
0.41
Visa_fechaalta
0.31
Master_mfinanciacion_limite
0.28
Master_mlimitecompra
0.28
Visa_mlimitecompra
0.21
Visa_mfinanciacion_limite
0.21
ctarjeta_visa_transacciones
0.15
ctarjeta_visa_debitos_automaticos
0.13
Visa_cconsumos
0.12
Visa_mpagospesos
0.12
ctarjeta_master_transacciones
0.11
mtarjeta_visa_consumo
0.11
chomebanking_transacciones
0.10
ctarjeta_master_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_cconsumos
0.75
Visa_mconsumosdolares
0.46
Visa_msaldopesos
0.37
Visa_msaldototal
0.36
ctarjeta_visa_transacciones
0.31
mtarjeta_visa_consumo
0.28
ctrx_quarter
0.27
Master_mpagospesos
-0.26
chomebanking_transacciones
0.24
Visa_mpagominimo
0.21
Master_msaldototal
0.21
Master_msaldopesos
0.20
mttarjeta_master_debitos_automaticos
0.19
mtarjeta_master_consumo
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_msaldodolares
0.54
Master_mconsumosdolares
0.54
Master_mpagosdolares
0.54
Master_mpagado
0.54
ctarjeta_master_debitos_automaticos
0.47
Visa_Finiciomora
0.32
cplazo_fijo
0.24
Master_Finiciomora
0.23
tmobile_app
0.20
Master_delinquency
0.17
mforex_sell
0.17
cproductos
0.17
cprestamos_personales
0.13
Master_fultimo_cierre
0.12
MOST FREQUENT VALUES
0
641
90.5%
1
31
4.4%
3
10
1.4%
2
10
1.4%
4
6
0.8%
5
3
0.4%
10
1
0.1%
13
1
0.1%
9
1
0.1%
24
1
0.1%
17
1
0.1%
8
1
0.1%
7
1
0.1%
SMALLEST VALUES
0
641
90.5%
1
31
4.4%
2
10
1.4%
3
10
1.4%
4
6
0.8%
5
3
0.4%
7
1
0.1%
8
1
0.1%
9
1
0.1%
10
1
0.1%
13
1
0.1%
17
1
0.1%
24
1
0.1%
LARGEST VALUES
24
1
0.1%
17
1
0.1%
13
1
0.1%
10
1
0.1%
9
1
0.1%
8
1
0.1%
7
1
0.1%
5
3
0.4%
4
6
0.8%
3
10
1.4%
2
10
1.4%
1
31
4.4%
0
641
90.5%
mtarjeta_master_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.98
Master_mconsumototal
0.98
Master_msaldototal
0.85
Master_msaldopesos
0.84
mtransferencias_emitidas
0.73
Master_mpagominimo
0.68
ctransferencias_emitidas
0.30
Visa_mpagospesos
-0.21
ctrx_quarter
0.19
ctarjeta_master_transacciones
0.18
mttarjeta_master_debitos_automaticos
0.14
cextraccion_autoservicio
0.13
Visa_mpagado
0.11
Visa_cconsumos
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.96
catm_trx_other
0.32
tmobile_app
0.24
Master_msaldodolares
0.21
Master_mconsumosdolares
0.21
cplazo_fijo
0.21
tcallcenter
0.16
ccajas_transacciones
0.12
ctarjeta_master_debitos_automaticos
0.11
Master_mpagosdolares
0.10
cproductos
0.10
Visa_fultimo_cierre
0.08
cmobile_app_trx
0.06
thomebanking
0.05
MOST FREQUENT VALUES
0.0
641
90.5%
234.0
2
0.3%
18047.15
1
0.1%
4350.69
1
0.1%
716391.9
1
0.1%
7013.07
1
0.1%
159382.53
1
0.1%
1585.44
1
0.1%
1890.0
1
0.1%
91.28
1
0.1%
1103.12
1
0.1%
1240.2
1
0.1%
3899.34
1
0.1%
1404.0
1
0.1%
805.25
1
0.1%
SMALLEST VALUES
0.0
641
90.5%
31.39
1
0.1%
91.28
1
0.1%
106.1
1
0.1%
234.0
2
0.3%
379.26
1
0.1%
397.8
1
0.1%
409.39
1
0.1%
486.52
1
0.1%
506.86
1
0.1%
630.61
1
0.1%
708.03
1
0.1%
742.83
1
0.1%
805.25
1
0.1%
877.5
1
0.1%
LARGEST VALUES
716391.9
1
0.1%
159382.53
1
0.1%
75038.53
1
0.1%
74612.76
1
0.1%
62799.63
1
0.1%
31025.27
1
0.1%
21412.87
1
0.1%
20262.23
1
0.1%
18047.15
1
0.1%
17134.61
1
0.1%
13736.75
1
0.1%
10949.65
1
0.1%
9647.03
1
0.1%
8487.94
1
0.1%
8223.13
1
0.1%
cprestamos_personales
MISSING:
---
TOP CATEGORIES
0
636
90%
1
45
6%
2
11
2%
4
5
<1%
3
3
<1%
9
3
<1%
8
2
<1%
5
2
<1%
12
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_personales
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_personales:
cproductos
0.10
Master_fultimo_cierre
0.09
ctarjeta_master
0.07
internet
0.06
Visa_fultimo_cierre
0.05
Visa_Finiciomora
0.05
ccuenta_debitos_automaticos
0.04
cpayroll_trx
0.04
Visa_delinquency
0.03
cseguro_vivienda
0.03
active_quarter
0.03
ctarjeta_visa
0.03
ctarjeta_debito
0.03
ccomisiones_mantenimiento
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_personales
CORRELATION RATIO WITH...
mprestamos_personales
0.67
Master_mpagominimo
0.49
Visa_mpagominimo
0.37
Master_msaldopesos
0.35
Master_msaldototal
0.34
mactivos_margen
0.33
mcuenta_corriente
0.29
Visa_msaldopesos
0.26
Visa_msaldototal
0.26
Master_Fvencimiento
0.23
mrentabilidad
0.22
mrentabilidad_annual
0.21
ctarjeta_visa_transacciones
0.17
Visa_cconsumos
0.15
mprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.52
mrentabilidad_annual
0.51
mcaja_ahorro
0.49
mtransferencias_recibidas
0.44
mpasivos_margen
0.42
mactivos_margen
0.36
mcheques_depositados
0.32
mcomisiones
0.32
mcomisiones_otras
0.32
Master_mpagominimo
0.31
Visa_mpagominimo
0.29
mcuentas_saldo
0.28
mtransferencias_emitidas
0.26
Visa_msaldopesos
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_personales
0.67
ccheques_emitidos
0.55
mcheques_emitidos
0.55
cseguro_auto
0.55
ccheques_depositados
0.55
ccheques_depositados_rechazados
0.55
mcheques_depositados_rechazados
0.55
ccajas_depositos
0.33
cproductos
0.30
ccajas_otras
0.25
Master_Finiciomora
0.24
ccuenta_debitos_automaticos
0.20
Visa_Finiciomora
0.19
internet
0.19
MOST FREQUENT VALUES
0.0
636
89.8%
97115.27
1
0.1%
59394.3
1
0.1%
124157.69
1
0.1%
75462.61
1
0.1%
109799.07
1
0.1%
1507.0
1
0.1%
2019.98
1
0.1%
52116.99
1
0.1%
22862.52
1
0.1%
5884.84
1
0.1%
2686.77
1
0.1%
185105.84
1
0.1%
204246.1
1
0.1%
13451.05
1
0.1%
SMALLEST VALUES
0.0
636
89.8%
1507.0
1
0.1%
2019.98
1
0.1%
2686.77
1
0.1%
3471.67
1
0.1%
4018.02
1
0.1%
4192.47
1
0.1%
4589.78
1
0.1%
4706.04
1
0.1%
4799.51
1
0.1%
5083.12
1
0.1%
5884.84
1
0.1%
6740.48
1
0.1%
6805.21
1
0.1%
7074.4
1
0.1%
LARGEST VALUES
636616.71
1
0.1%
508003.42
1
0.1%
469821.22
1
0.1%
395336.55
1
0.1%
204246.1
1
0.1%
185105.84
1
0.1%
177571.4
1
0.1%
170938.24
1
0.1%
164017.9
1
0.1%
124157.69
1
0.1%
110431.5
1
0.1%
109799.07
1
0.1%
97115.27
1
0.1%
93265.43
1
0.1%
91402.63
1
0.1%
cprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0
702
>99%
1
4
<1%
2
2
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_prendarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_prendarios:
mprestamos_prendarios
0.80
cproductos
0.34
ccomisiones_mantenimiento
0.17
ccheques_emitidos
0.16
mcheques_emitidos
0.16
tpaquete3
0.16
ccaja_ahorro
0.15
ctarjeta_debito
0.15
ccuenta_debitos_automaticos
0.12
ccajas_depositos
0.11
Master_fultimo_cierre
0.10
ccheques_depositados
0.10
ccajas_otras
0.10
ccajas_consultas
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
CORRELATION RATIO WITH...
mcuenta_corriente
0.11
mcheques_depositados
0.10
ctrx_quarter
0.09
mrentabilidad_annual
0.07
ccomisiones_otras
0.07
mtransferencias_recibidas
0.07
Master_Fvencimiento
0.07
mautoservicio
0.07
mactivos_margen
0.06
numero_de_cliente
0.06
mcomisiones
0.06
mcomisiones_otras
0.06
mcomisiones_mantenimiento
0.05
ctarjeta_visa_transacciones
0.04
mprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0.0
703
>99%
440172.54
1
<1%
76991.35
1
<1%
137647.34
1
<1%
271968.54
1
<1%
505128.17
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mprestamos_prendarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mprestamos_prendarios:
cprestamos_prendarios
0.82
cproductos
0.39
ccaja_ahorro
0.26
ccomisiones_mantenimiento
0.25
tpaquete3
0.23
ctarjeta_debito
0.21
ccheques_emitidos
0.20
mcheques_emitidos
0.20
Master_fultimo_cierre
0.18
ccuenta_debitos_automaticos
0.16
ccajas_depositos
0.15
ccheques_depositados
0.14
ccajas_otras
0.14
Visa_fultimo_cierre
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mprestamos_prendarios
CORRELATION RATIO WITH...
mcuenta_corriente
0.16
mcheques_depositados
0.15
ctrx_quarter
0.14
ccomisiones_otras
0.11
mtransferencias_recibidas
0.10
mautoservicio
0.10
numero_de_cliente
0.09
mcomisiones
0.09
mcomisiones_otras
0.09
cliente_edad
0.09
mcomisiones_mantenimiento
0.09
Master_fechaalta
0.08
mrentabilidad_annual
0.08
Master_Fvencimiento
0.08
cprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0
705
>99%
1
3
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_hipotecarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_hipotecarios:
mprestamos_hipotecarios
1.00
ccajas_otras
0.22
cproductos
0.20
cinversion1
0.18
ccomisiones_mantenimiento
0.13
cseguro_vida
0.07
ctarjeta_debito
0.06
cseguro_vivienda
0.06
Visa_fultimo_cierre
0.05
ccajas_transacciones
0.04
mdescubierto_preacordado
0.04
Master_fultimo_cierre
0.04
ccuenta_debitos_automaticos
0.04
cseguro_accidentes_personales
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
CORRELATION RATIO WITH...
cliente_antiguedad
0.09
mcomisiones_mantenimiento
0.08
ccomisiones_otras
0.07
Visa_fechaalta
0.07
mcomisiones_otras
0.05
numero_de_cliente
0.05
mcomisiones
0.05
Visa_mlimitecompra
0.03
Visa_mfinanciacion_limite
0.03
Master_mlimitecompra
0.03
Master_mfinanciacion_limite
0.03
cliente_edad
0.03
mrentabilidad_annual
0.02
ctarjeta_visa_transacciones
0.02
mprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0.0
705
>99%
18264.78
1
<1%
255150.39
1
<1%
4167.65
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mprestamos_hipotecarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
cprestamos_hipotecarios
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mprestamos_hipotecarios:
cprestamos_hipotecarios
0.85
cproductos
0.32
ccajas_otras
0.27
cinversion1
0.24
ctarjeta_debito
0.20
cseguro_vida
0.15
cseguro_vivienda
0.13
Visa_fultimo_cierre
0.13
ccajas_transacciones
0.12
mdescubierto_preacordado
0.12
Master_fultimo_cierre
0.11
ccomisiones_mantenimiento
0.11
ccuenta_debitos_automaticos
0.11
cseguro_accidentes_personales
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mprestamos_hipotecarios
CORRELATION RATIO WITH...
Visa_fechaalta
0.12
cliente_antiguedad
0.10
mcomisiones_mantenimiento
0.09
Master_fechaalta
0.09
ccomisiones_otras
0.08
numero_de_cliente
0.06
Master_Fvencimiento
0.06
cliente_edad
0.06
mcomisiones_otras
0.06
mcomisiones
0.05
mcaja_ahorro_dolares
0.05
mcuentas_saldo
0.05
minversion1_pesos
0.04
Visa_mlimitecompra
0.04
cplazo_fijo
MISSING:
---
TOP CATEGORIES
0
680
96%
1
22
3%
3
3
<1%
2
3
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cplazo_fijo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cplazo_fijo:
cproductos
0.23
mforex_sell
0.08
Master_mpagado
0.07
cmobile_app_trx
0.06
ccheques_depositados
0.05
ccajas_extracciones
0.05
ctarjeta_master_debitos_automaticos
0.05
cforex_sell
0.05
cforex
0.05
ccajas_transacciones
0.05
ccajas_depositos
0.05
active_quarter
0.04
Master_msaldodolares
0.04
Master_mconsumosdolares
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.55
Master_cconsumos
0.36
catm_trx
0.25
mtransferencias_emitidas
0.25
cextraccion_autoservicio
0.25
matm
0.24
mextraccion_autoservicio
0.24
ctarjeta_master_transacciones
0.24
mcuentas_saldo
0.23
mcaja_ahorro_dolares
0.22
mcheques_depositados
0.22
mtarjeta_master_consumo
0.21
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
mplazo_fijo_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx
0.32
mcaja_ahorro_dolares
0.32
mcuentas_saldo
0.32
cextraccion_autoservicio
0.31
Master_cconsumos
0.26
mrentabilidad_annual
0.25
mpasivos_margen
0.23
mcaja_ahorro
0.19
mextraccion_autoservicio
0.13
matm
0.12
mrentabilidad
0.11
ctrx_quarter
0.10
Master_fechaalta
0.08
ctransferencias_emitidas
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
0.55
ctarjeta_master_debitos_automaticos
0.44
ccajas_extracciones
0.19
cproductos
0.19
ccajas_consultas
0.18
cinversion1
0.16
Master_fultimo_cierre
0.15
ccajas_transacciones
0.13
ccuenta_debitos_automaticos
0.12
Visa_fultimo_cierre
0.10
Master_mpagado
0.10
Master_msaldodolares
0.10
Master_mconsumosdolares
0.10
Master_mpagosdolares
0.10
MOST FREQUENT VALUES
0.0
680
96.0%
117000.0
2
0.3%
261495.0
1
0.1%
1170.0
1
0.1%
38112.75
1
0.1%
128700.0
1
0.1%
58500.0
1
0.1%
46800.0
1
0.1%
1170000.0
1
0.1%
81900.0
1
0.1%
2047500.0
1
0.1%
292500.0
1
0.1%
150930.0
1
0.1%
494910.0
1
0.1%
3510000.0
1
0.1%
SMALLEST VALUES
0.0
680
96.0%
1170.0
1
0.1%
23985.0
1
0.1%
37440.0
1
0.1%
38112.75
1
0.1%
46800.0
1
0.1%
58500.0
1
0.1%
81900.0
1
0.1%
107640.0
1
0.1%
117000.0
2
0.3%
128700.0
1
0.1%
136890.0
1
0.1%
148831.02
1
0.1%
150930.0
1
0.1%
175500.0
1
0.1%
LARGEST VALUES
3510000.0
1
0.1%
2047500.0
1
0.1%
1170000.0
1
0.1%
1053000.0
1
0.1%
826605.0
1
0.1%
702000.0
1
0.1%
585000.0
1
0.1%
494910.0
1
0.1%
468000.0
1
0.1%
456300.0
1
0.1%
292500.0
1
0.1%
261495.0
1
0.1%
195390.0
1
0.1%
175500.0
1
0.1%
150930.0
1
0.1%
mplazo_fijo_pesos
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mplazo_fijo_pesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mplazo_fijo_pesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mplazo_fijo_pesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
cinversion1
MISSING:
---
TOP CATEGORIES
0
696
98%
1
8
1%
2
4
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion1
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cinversion1:
minversion1_dolares
0.29
cproductos
0.18
ccuenta_debitos_automaticos
0.15
cinversion2
0.11
ctarjeta_master_debitos_automaticos
0.10
mdescubierto_preacordado
0.09
mprestamos_hipotecarios
0.08
ctarjeta_master
0.07
cprestamos_personales
0.06
cplazo_fijo
0.06
ccajas_otras
0.06
Master_fultimo_cierre
0.06
ctarjeta_debito
0.05
cprestamos_hipotecarios
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
CORRELATION RATIO WITH...
minversion1_pesos
0.66
mcuenta_debitos_automaticos
0.50
mpagomiscuentas
0.50
ccomisiones_otras
0.46
minversion2
0.45
mcaja_ahorro_dolares
0.27
mcuentas_saldo
0.22
Visa_mlimitecompra
0.21
Visa_mfinanciacion_limite
0.21
mtransferencias_recibidas
0.21
Master_mfinanciacion_limite
0.19
Master_mlimitecompra
0.19
mcomisiones_otras
0.16
mplazo_fijo_dolares
0.16
minversion1_pesos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccomisiones_otras
0.45
mpagomiscuentas
0.37
mcuenta_debitos_automaticos
0.37
Master_mfinanciacion_limite
0.36
Master_mlimitecompra
0.36
minversion2
0.33
Visa_mconsumosdolares
0.21
mtransferencias_recibidas
0.20
Master_mconsumospesos
0.18
Master_mconsumototal
0.18
Visa_mlimitecompra
0.17
Visa_mfinanciacion_limite
0.17
mpayroll
0.13
chomebanking_transacciones
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.66
ccuenta_debitos_automaticos
0.37
minversion1_dolares
0.37
Visa_status
0.22
cplazo_fijo
0.19
cforex_sell
0.17
mforex_sell
0.17
cpayroll_trx
0.16
cforex
0.16
mdescubierto_preacordado
0.15
tcallcenter
0.15
cinversion2
0.14
ctarjeta_master_debitos_automaticos
0.12
Master_status
0.11
MOST FREQUENT VALUES
0.0
698
98.6%
599388.88
1
0.1%
1416453.33
1
0.1%
611252.08
1
0.1%
17784.8
1
0.1%
2816.26
1
0.1%
6677.38
1
0.1%
74163.77
1
0.1%
14278.5
1
0.1%
120932.67
1
0.1%
473.22
1
0.1%
SMALLEST VALUES
0.0
698
98.6%
473.22
1
0.1%
2816.26
1
0.1%
6677.38
1
0.1%
14278.5
1
0.1%
17784.8
1
0.1%
74163.77
1
0.1%
120932.67
1
0.1%
599388.88
1
0.1%
611252.08
1
0.1%
1416453.33
1
0.1%
LARGEST VALUES
1416453.33
1
0.1%
611252.08
1
0.1%
599388.88
1
0.1%
120932.67
1
0.1%
74163.77
1
0.1%
17784.8
1
0.1%
14278.5
1
0.1%
6677.38
1
0.1%
2816.26
1
0.1%
473.22
1
0.1%
0.0
698
98.6%
minversion1_dolares
MISSING:
---
TOP CATEGORIES
0.0
704
>99%
2599.93
1
<1%
10930.39
1
<1%
106014.82
1
<1%
401832.84
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
minversion1_dolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON minversion1_dolares:
cinversion1
0.67
cproductos
0.48
ccuenta_debitos_automaticos
0.43
cinversion2
0.36
ccomisiones_mantenimiento
0.23
Master_fultimo_cierre
0.15
ctarjeta_master_debitos_automaticos
0.13
Master_status
0.13
cplazo_fijo
0.12
cpayroll_trx
0.12
ctarjeta_debito
0.12
ccaja_seguridad
0.11
ctarjeta_master
0.11
Visa_fultimo_cierre
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
CORRELATION RATIO WITH...
mcuenta_debitos_automaticos
1.00
mpagomiscuentas
1.00
minversion2
0.92
Visa_mlimitecompra
0.43
Visa_mfinanciacion_limite
0.43
Master_mfinanciacion_limite
0.41
Master_mlimitecompra
0.41
minversion1_pesos
0.37
mtransferencias_recibidas
0.34
Visa_mconsumosdolares
0.31
chomebanking_transacciones
0.29
mcomisiones_otras
0.29
mcomisiones
0.28
mttarjeta_visa_debitos_automaticos
0.25
cinversion2
MISSING:
---
TOP CATEGORIES
0
688
97%
1
8
1%
2
7
<1%
5
2
<1%
3
2
<1%
6
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion2
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cinversion2:
cproductos
0.19
ccuenta_debitos_automaticos
0.11
minversion1_dolares
0.09
cinversion1
0.07
Master_fultimo_cierre
0.06
Visa_fultimo_cierre
0.05
ccaja_ahorro
0.04
mforex_buy
0.04
tpaquete4
0.04
active_quarter
0.04
ctarjeta_debito
0.03
cplazo_fijo
0.03
ccomisiones_mantenimiento
0.03
cforex_buy
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
CORRELATION RATIO WITH...
minversion2
0.51
mcuenta_debitos_automaticos
0.38
mpagomiscuentas
0.37
chomebanking_transacciones
0.24
Visa_mlimitecompra
0.17
Visa_mfinanciacion_limite
0.17
cliente_antiguedad
0.16
Master_mfinanciacion_limite
0.15
Master_mlimitecompra
0.15
minversion1_pesos
0.14
mtransferencias_emitidas
0.13
mttarjeta_visa_debitos_automaticos
0.12
mtransferencias_recibidas
0.11
Visa_mconsumosdolares
0.11
minversion2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_debitos_automaticos
0.91
mpagomiscuentas
0.91
Visa_mlimitecompra
0.42
Visa_mfinanciacion_limite
0.42
Master_mfinanciacion_limite
0.40
Master_mlimitecompra
0.40
minversion1_pesos
0.33
mtransferencias_recibidas
0.31
Visa_mconsumosdolares
0.28
chomebanking_transacciones
0.27
mcomisiones_otras
0.26
mcomisiones
0.25
mttarjeta_visa_debitos_automaticos
0.23
cpagomiscuentas
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
0.92
ccuenta_debitos_automaticos
0.91
cinversion2
0.51
cinversion1
0.45
ctarjeta_master_debitos_automaticos
0.24
Master_status
0.23
cproductos
0.18
mdescubierto_preacordado
0.11
ctarjeta_master
0.06
thomebanking
0.05
Visa_fultimo_cierre
0.05
ccomisiones_mantenimiento
0.04
ctarjeta_debito
0.04
Master_fultimo_cierre
0.04
MOST FREQUENT VALUES
0.0
688
97.2%
9649.57
1
0.1%
10234.58
1
0.1%
678.3
1
0.1%
1551221.28
1
0.1%
67.81
1
0.1%
291753.72
1
0.1%
3695.09
1
0.1%
3308.05
1
0.1%
2749.18
1
0.1%
449.97
1
0.1%
540956.3
1
0.1%
3741434.84
1
0.1%
4302.68
1
0.1%
167.74
1
0.1%
SMALLEST VALUES
0.0
688
97.2%
0.53
1
0.1%
34.51
1
0.1%
55.49
1
0.1%
67.81
1
0.1%
167.74
1
0.1%
449.97
1
0.1%
678.3
1
0.1%
2749.18
1
0.1%
3308.05
1
0.1%
3695.09
1
0.1%
4302.68
1
0.1%
9649.57
1
0.1%
10234.58
1
0.1%
62078.24
1
0.1%
LARGEST VALUES
3741434.84
1
0.1%
1551221.28
1
0.1%
540956.3
1
0.1%
291753.72
1
0.1%
112788.0
1
0.1%
101426.39
1
0.1%
62078.24
1
0.1%
10234.58
1
0.1%
9649.57
1
0.1%
4302.68
1
0.1%
3695.09
1
0.1%
3308.05
1
0.1%
2749.18
1
0.1%
678.3
1
0.1%
449.97
1
0.1%
cseguro_vida
MISSING:
---
TOP CATEGORIES
0
676
95%
1
28
4%
2
4
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vida
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_vida:
cproductos
0.25
catm_trx_other
0.06
ccuenta_debitos_automaticos
0.06
Master_mpagado
0.05
Master_fultimo_cierre
0.04
internet
0.04
ccomisiones_mantenimiento
0.04
ctarjeta_debito
0.04
cprestamos_personales
0.04
Visa_fultimo_cierre
0.03
cforex
0.03
mforex_sell
0.03
cforex_sell
0.03
ccajas_consultas
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
CORRELATION RATIO WITH...
Visa_mconsumospesos
0.38
Visa_mconsumototal
0.38
mtarjeta_visa_consumo
0.31
Visa_msaldototal
0.21
Visa_msaldopesos
0.21
Visa_mpagado
0.15
ctarjeta_visa_debitos_automaticos
0.14
mcomisiones
0.14
mcomisiones_otras
0.14
ctarjeta_visa_transacciones
0.14
ccomisiones_otras
0.13
ctrx_quarter
0.12
mprestamos_personales
0.10
cliente_edad
0.10
cseguro_auto
MISSING:
---
TOP CATEGORIES
0
696
98%
1
11
2%
2
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_auto
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_auto:
cproductos
0.29
ccheques_depositados
0.12
ccheques_emitidos
0.12
mcheques_emitidos
0.12
ccheques_depositados_rechazados
0.12
mcheques_depositados_rechazados
0.12
ccajas_depositos
0.09
tcallcenter
0.09
ccajas_otras
0.08
Visa_fultimo_cierre
0.08
tpaquete1
0.07
ccuenta_debitos_automaticos
0.06
cseguro_vivienda
0.06
cprestamos_personales
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
CORRELATION RATIO WITH...
mcaja_ahorro
0.89
mtransferencias_recibidas
0.79
mrentabilidad
0.78
mpasivos_margen
0.76
mrentabilidad_annual
0.65
mcuenta_corriente
0.65
mcuentas_saldo
0.58
mcheques_depositados
0.58
mprestamos_personales
0.55
mcomisiones
0.44
mcomisiones_otras
0.44
mactivos_margen
0.44
ctransferencias_recibidas
0.30
mtransferencias_emitidas
0.29
cseguro_vivienda
MISSING:
---
TOP CATEGORIES
0
669
94%
1
39
6%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vivienda
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_vivienda:
cproductos
0.25
cprestamos_personales
0.07
ccheques_emitidos
0.06
mcheques_emitidos
0.06
ccuenta_debitos_automaticos
0.05
ccheques_depositados
0.04
active_quarter
0.03
ccajas_depositos
0.03
cseguro_auto
0.03
mforex_sell
0.02
Master_mpagado
0.02
Visa_fultimo_cierre
0.02
mprestamos_prendarios
0.02
minversion1_dolares
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.33
mcheques_depositados
0.22
mttarjeta_visa_debitos_automaticos
0.22
mcomisiones
0.18
mcomisiones_otras
0.18
ctrx_quarter
0.17
Visa_mpagospesos
0.17
Visa_cconsumos
0.16
mtransferencias_recibidas
0.16
ctarjeta_visa_transacciones
0.16
mprestamos_personales
0.15
mrentabilidad
0.15
ccomisiones_otras
0.15
Visa_fechaalta
0.15
cseguro_accidentes_personales
MISSING:
---
TOP CATEGORIES
0
641
91%
1
67
9%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_accidentes_personales
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_accidentes_personales:
cproductos
0.20
active_quarter
0.05
ccuenta_debitos_automaticos
0.04
cprestamos_personales
0.03
ctarjeta_debito
0.03
Visa_fultimo_cierre
0.02
Master_fultimo_cierre
0.02
cseguro_vida
0.02
mforex_sell
0.02
cplazo_fijo
0.01
Master_mpagado
0.01
Visa_Finiciomora
0.01
internet
0.01
ccajas_otras
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_accidentes_personales
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.15
ccomisiones_otras
0.15
cliente_antiguedad
0.13
Visa_fechaalta
0.11
mprestamos_personales
0.11
numero_de_cliente
0.08
Master_fechaalta
0.08
Master_Fvencimiento
0.08
mactivos_margen
0.07
Visa_cconsumos
0.07
cpagomiscuentas
0.06
ctrx_quarter
0.06
mcomisiones
0.05
mrentabilidad_annual
0.05
ccaja_seguridad
MISSING:
---
TOP CATEGORIES
0
678
96%
1
28
4%
2
2
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_seguridad
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccaja_seguridad:
cproductos
0.20
ccuenta_debitos_automaticos
0.09
mforex_sell
0.06
ctarjeta_debito
0.06
ctarjeta_master_debitos_automaticos
0.05
ccaja_ahorro
0.05
cforex_sell
0.03
cforex
0.03
Master_mpagado
0.03
tcallcenter
0.03
ccomisiones_mantenimiento
0.03
minversion1_dolares
0.03
Master_mpagosdolares
0.03
tpaquete3
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
CORRELATION RATIO WITH...
mcaja_ahorro_dolares
0.26
mcomisiones
0.21
mcomisiones_otras
0.21
mcuentas_saldo
0.21
mttarjeta_master_debitos_automaticos
0.20
cliente_edad
0.19
Visa_mconsumospesos
0.15
Visa_mconsumototal
0.15
Visa_mlimitecompra
0.14
Visa_mfinanciacion_limite
0.14
mrentabilidad_annual
0.14
ctransferencias_recibidas
0.13
Master_mfinanciacion_limite
0.12
Master_mlimitecompra
0.12
cpayroll_trx
MISSING:
---
TOP CATEGORIES
0
665
94%
1
25
4%
2
12
2%
3
3
<1%
4
2
<1%
7
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll_trx:
catm_trx_other
0.13
ccuenta_debitos_automaticos
0.12
ccomisiones_mantenimiento
0.09
cproductos
0.07
mforex_sell
0.07
cmobile_app_trx
0.07
cprestamos_personales
0.05
ccajas_extracciones
0.05
cforex_sell
0.04
active_quarter
0.04
cforex
0.04
Master_fultimo_cierre
0.04
Visa_fultimo_cierre
0.04
ccajas_consultas
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
CORRELATION RATIO WITH...
mpayroll
0.82
ctarjeta_debito_transacciones
0.46
ctransferencias_emitidas
0.44
mautoservicio
0.43
ctrx_quarter
0.43
cextraccion_autoservicio
0.29
chomebanking_transacciones
0.25
catm_trx
0.25
ctransferencias_recibidas
0.25
ctarjeta_visa_debitos_automaticos
0.23
cpagomiscuentas
0.23
Visa_mpagominimo
0.23
Visa_mpagado
0.22
ctarjeta_visa_transacciones
0.20
mpayroll
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mautoservicio
0.39
ctarjeta_debito_transacciones
0.38
ctransferencias_emitidas
0.34
ctrx_quarter
0.33
cextraccion_autoservicio
0.19
ctransferencias_recibidas
0.17
cpagomiscuentas
0.16
catm_trx
0.16
Visa_cconsumos
0.15
chomebanking_transacciones
0.14
mcomisiones_mantenimiento
-0.13
minversion1_pesos
0.13
mcaja_ahorro
0.13
mtransferencias_emitidas
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.82
mforex_sell
0.28
catm_trx_other
0.23
ccuenta_debitos_automaticos
0.18
ccomisiones_mantenimiento
0.18
Master_mpagado
0.17
cmobile_app_trx
0.16
cforex_sell
0.15
cforex
0.15
ccajas_extracciones
0.14
cplazo_fijo
0.11
ccajas_consultas
0.11
active_quarter
0.10
cprestamos_personales
0.10
MOST FREQUENT VALUES
0.0
666
94.1%
11700.0
2
0.3%
12870.0
2
0.3%
46562.49
1
0.1%
49212.46
1
0.1%
59306.13
1
0.1%
24777.09
1
0.1%
5606.17
1
0.1%
124361.8
1
0.1%
39790.53
1
0.1%
81888.84
1
0.1%
139665.24
1
0.1%
125360.97
1
0.1%
49515.39
1
0.1%
766.46
1
0.1%
SMALLEST VALUES
0.0
666
94.1%
766.46
1
0.1%
5606.17
1
0.1%
7020.0
1
0.1%
11700.0
2
0.3%
12870.0
2
0.3%
24199.48
1
0.1%
24777.09
1
0.1%
39790.53
1
0.1%
42923.66
1
0.1%
46562.49
1
0.1%
49212.46
1
0.1%
49515.39
1
0.1%
51299.92
1
0.1%
57687.08
1
0.1%
LARGEST VALUES
282322.59
1
0.1%
227768.19
1
0.1%
219268.62
1
0.1%
192284.79
1
0.1%
159719.37
1
0.1%
153207.99
1
0.1%
150780.24
1
0.1%
139665.24
1
0.1%
137608.02
1
0.1%
126722.72
1
0.1%
126224.28
1
0.1%
125360.97
1
0.1%
124361.8
1
0.1%
124137.0
1
0.1%
117912.6
1
0.1%
mpayroll2
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpayroll2
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mpayroll2:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpayroll2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
cpayroll2_trx
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll2_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll2_trx:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll2_trx
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ccuenta_debitos_automaticos
MISSING:
---
TOP CATEGORIES
0
575
81%
1
80
11%
2
32
5%
3
8
1%
4
5
<1%
5
4
<1%
6
1
<1%
7
1
<1%
9
1
<1%
22
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccuenta_debitos_automaticos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccuenta_debitos_automaticos:
cproductos
0.12
active_quarter
0.05
cpayroll_trx
0.05
ctarjeta_master_debitos_automaticos
0.04
catm_trx_other
0.03
Master_fultimo_cierre
0.03
ctarjeta_debito
0.03
ccheques_emitidos
0.03
mcheques_emitidos
0.03
mforex_sell
0.03
minversion1_dolares
0.03
cmobile_app_trx
0.03
cinversion2
0.03
Visa_fultimo_cierre
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
CORRELATION RATIO WITH...
mcuenta_debitos_automaticos
1.00
mpagomiscuentas
1.00
minversion2
0.91
Visa_mlimitecompra
0.44
Visa_mfinanciacion_limite
0.43
cpagomiscuentas
0.43
Master_mfinanciacion_limite
0.42
Master_mlimitecompra
0.42
ctrx_quarter
0.37
minversion1_pesos
0.37
mtransferencias_recibidas
0.35
chomebanking_transacciones
0.33
Visa_mconsumosdolares
0.31
mcomisiones_otras
0.31
mcuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagomiscuentas
0.99
minversion2
0.91
Visa_mlimitecompra
0.44
Visa_mfinanciacion_limite
0.44
Master_mfinanciacion_limite
0.43
Master_mlimitecompra
0.43
minversion1_pesos
0.37
mtransferencias_recibidas
0.34
Visa_mconsumosdolares
0.31
mcomisiones_otras
0.29
mcomisiones
0.28
chomebanking_transacciones
0.26
mttarjeta_visa_debitos_automaticos
0.26
cpagomiscuentas
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
1.00
minversion1_dolares
1.00
cinversion1
0.50
cinversion2
0.38
ctarjeta_master_debitos_automaticos
0.27
Master_status
0.26
cproductos
0.20
mdescubierto_preacordado
0.13
ctarjeta_master
0.06
cmobile_app_trx
0.05
thomebanking
0.04
Master_fultimo_cierre
0.04
Visa_fultimo_cierre
0.03
ccomisiones_mantenimiento
0.03
MOST FREQUENT VALUES
0.0
575
81.2%
31.69
14
2.0%
31.39
12
1.7%
31.64
3
0.4%
31.57
3
0.4%
93.35
2
0.3%
9458.84
1
0.1%
2632.48
1
0.1%
5150.92
1
0.1%
3459.87
1
0.1%
10346.41
1
0.1%
62.78
1
0.1%
184.04
1
0.1%
1602.9
1
0.1%
821.43
1
0.1%
SMALLEST VALUES
0.0
575
81.2%
31.39
12
1.7%
31.57
3
0.4%
31.64
3
0.4%
31.69
14
2.0%
35.28
1
0.1%
37.44
1
0.1%
57.47
1
0.1%
62.78
1
0.1%
88.48
1
0.1%
93.35
2
0.3%
96.15
1
0.1%
100.57
1
0.1%
123.78
1
0.1%
132.01
1
0.1%
LARGEST VALUES
2209419.66
1
0.1%
52022.36
1
0.1%
51372.43
1
0.1%
32606.16
1
0.1%
27473.94
1
0.1%
19944.99
1
0.1%
19145.78
1
0.1%
17866.84
1
0.1%
17550.0
1
0.1%
13002.21
1
0.1%
12696.02
1
0.1%
11032.49
1
0.1%
10346.41
1
0.1%
9719.17
1
0.1%
9458.84
1
0.1%
ctarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_visa_debitos_automaticos
0.71
ctarjeta_visa_transacciones
0.56
Visa_cconsumos
0.48
Visa_mpagado
0.43
ctrx_quarter
0.42
mtarjeta_visa_consumo
0.40
chomebanking_transacciones
0.37
Visa_mpagospesos
-0.35
Visa_msaldototal
0.33
Visa_msaldopesos
0.33
Visa_fechaalta
0.28
Visa_mconsumospesos
0.25
Visa_mconsumototal
0.25
mcomisiones
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.37
Master_mpagado
0.37
mforex_sell
0.35
cseguro_vivienda
0.33
Visa_fultimo_cierre
0.26
ccuenta_debitos_automaticos
0.24
cpayroll_trx
0.23
active_quarter
0.22
ctarjeta_visa
0.21
tmobile_app
0.19
cforex_sell
0.18
cforex
0.18
ccheques_depositados
0.18
Master_fultimo_cierre
0.18
MOST FREQUENT VALUES
0
508
71.8%
1
77
10.9%
2
38
5.4%
3
35
4.9%
5
19
2.7%
4
16
2.3%
8
5
0.7%
6
4
0.6%
7
4
0.6%
9
1
0.1%
15
1
0.1%
SMALLEST VALUES
0
508
71.8%
1
77
10.9%
2
38
5.4%
3
35
4.9%
4
16
2.3%
5
19
2.7%
6
4
0.6%
7
4
0.6%
8
5
0.7%
9
1
0.1%
15
1
0.1%
LARGEST VALUES
15
1
0.1%
9
1
0.1%
8
5
0.7%
7
4
0.6%
6
4
0.6%
5
19
2.7%
4
16
2.3%
3
35
4.9%
2
38
5.4%
1
77
10.9%
0
508
71.8%
mttarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.71
ctarjeta_visa_transacciones
0.40
mtarjeta_visa_consumo
0.39
Visa_mpagospesos
-0.39
mcomisiones_otras
0.37
mcomisiones
0.37
ctrx_quarter
0.36
Visa_mpagado
0.35
chomebanking_transacciones
0.32
Visa_cconsumos
0.32
Visa_msaldototal
0.30
Visa_msaldopesos
0.30
mtransferencias_recibidas
0.29
Visa_mconsumospesos
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.30
cproductos
0.26
minversion1_dolares
0.25
cseguro_auto
0.24
cseguro_vivienda
0.22
Master_mpagado
0.21
ccheques_depositados
0.20
ccheques_emitidos
0.20
mcheques_emitidos
0.20
ccheques_depositados_rechazados
0.19
mcheques_depositados_rechazados
0.19
Master_mpagosdolares
0.18
tmobile_app
0.17
mforex_sell
0.16
MOST FREQUENT VALUES
0.0
508
71.8%
520.65
3
0.4%
292.5
3
0.4%
552.34
2
0.3%
4638.45
1
0.1%
70.31
1
0.1%
2072.69
1
0.1%
1221.9
1
0.1%
19113.84
1
0.1%
803.27
1
0.1%
2510.57
1
0.1%
11647.75
1
0.1%
3106.89
1
0.1%
1328.18
1
0.1%
10647.0
1
0.1%
SMALLEST VALUES
0.0
508
71.8%
31.39
1
0.1%
31.9
1
0.1%
45.39
1
0.1%
52.27
1
0.1%
52.7
1
0.1%
58.5
1
0.1%
61.58
1
0.1%
70.31
1
0.1%
76.64
1
0.1%
100.31
1
0.1%
104.37
1
0.1%
142.97
1
0.1%
172.37
1
0.1%
198.44
1
0.1%
LARGEST VALUES
40172.05
1
0.1%
36305.97
1
0.1%
32524.26
1
0.1%
32061.62
1
0.1%
29231.78
1
0.1%
28940.37
1
0.1%
26091.71
1
0.1%
24800.24
1
0.1%
22976.74
1
0.1%
22614.93
1
0.1%
22459.26
1
0.1%
20365.78
1
0.1%
20083.98
1
0.1%
19357.65
1
0.1%
19185.92
1
0.1%
ctarjeta_master_debitos_automaticos
MISSING:
---
TOP CATEGORIES
0
683
96%
1
14
2%
2
8
1%
3
1
<1%
4
1
<1%
5
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_debitos_automaticos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_debitos_automaticos:
ccuenta_debitos_automaticos
0.13
cproductos
0.11
Master_fultimo_cierre
0.11
thomebanking
0.09
Visa_fultimo_cierre
0.06
ctarjeta_debito
0.06
Master_mpagado
0.06
cplazo_fijo
0.05
cinversion1
0.05
ccheques_depositados
0.05
ccaja_seguridad
0.05
Master_status
0.04
cprestamos_personales
0.04
active_quarter
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
CORRELATION RATIO WITH...
mcaja_ahorro_dolares
0.74
Master_mpagospesos
0.64
mcuentas_saldo
0.60
Master_cconsumos
0.52
mttarjeta_master_debitos_automaticos
0.50
ctarjeta_master_transacciones
0.47
mplazo_fijo_dolares
0.44
Visa_mpagominimo
0.38
Visa_msaldopesos
0.33
Visa_msaldototal
0.33
Visa_mconsumosdolares
0.29
mcuenta_debitos_automaticos
0.27
mpagomiscuentas
0.27
mcomisiones_otras
0.24
mttarjeta_master_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro_dolares
0.66
Master_mpagospesos
-0.64
mcomisiones
0.58
mcomisiones_otras
0.58
mcuentas_saldo
0.42
Master_mfinanciacion_limite
0.26
Master_mlimitecompra
0.26
mrentabilidad
0.19
ctarjeta_master_transacciones
0.19
mrentabilidad_annual
0.18
mttarjeta_visa_debitos_automaticos
0.18
Master_cconsumos
0.14
Master_msaldototal
0.14
mtarjeta_master_consumo
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.95
ctarjeta_master_debitos_automaticos
0.50
ccaja_seguridad
0.20
Master_msaldodolares
0.12
Master_mconsumosdolares
0.12
Master_fultimo_cierre
0.10
cproductos
0.09
Visa_fultimo_cierre
0.08
Master_mpagado
0.08
thomebanking
0.07
cinversion1
0.04
ccuenta_debitos_automaticos
0.04
active_quarter
0.04
mforex_sell
0.03
MOST FREQUENT VALUES
0.0
683
96.5%
234.0
2
0.3%
2828.04
1
0.1%
397.8
1
0.1%
871.65
1
0.1%
106.1
1
0.1%
31.39
1
0.1%
6556.04
1
0.1%
9677.54
1
0.1%
818.2
1
0.1%
10340.57
1
0.1%
1103.12
1
0.1%
6385.6
1
0.1%
3975.6
1
0.1%
10118.24
1
0.1%
SMALLEST VALUES
0.0
683
96.5%
31.39
1
0.1%
106.1
1
0.1%
234.0
2
0.3%
397.8
1
0.1%
520.65
1
0.1%
818.2
1
0.1%
871.65
1
0.1%
1103.12
1
0.1%
1470.52
1
0.1%
1712.42
1
0.1%
1813.5
1
0.1%
1891.99
1
0.1%
1941.03
1
0.1%
2828.04
1
0.1%
LARGEST VALUES
74612.76
1
0.1%
10915.11
1
0.1%
10340.57
1
0.1%
10118.24
1
0.1%
9677.54
1
0.1%
6556.04
1
0.1%
6385.6
1
0.1%
4073.94
1
0.1%
3975.6
1
0.1%
2841.97
1
0.1%
2828.04
1
0.1%
1941.03
1
0.1%
1891.99
1
0.1%
1813.5
1
0.1%
1712.42
1
0.1%
cpagodeservicios
MISSING:
---
TOP CATEGORIES
0
707
>99%
1
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpagodeservicios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
mpagodeservicios
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cpagodeservicios:
mpagodeservicios
1.00
catm_trx_other
0.56
cproductos
0.15
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.11
thomebanking
0.08
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.04
active_quarter
0.03
ccuenta_debitos_automaticos
0.03
ctarjeta_visa
0.03
cprestamos_personales
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
CORRELATION RATIO WITH...
matm_other
0.09
mcomisiones_mantenimiento
0.08
ctarjeta_debito_transacciones
0.04
ccomisiones_otras
0.04
chomebanking_transacciones
0.03
mcomisiones
0.03
mcomisiones_otras
0.03
Visa_mconsumospesos
0.03
Visa_mconsumototal
0.03
Master_mfinanciacion_limite
0.03
Master_mlimitecompra
0.03
Visa_mlimitecompra
0.03
Visa_mfinanciacion_limite
0.03
mtarjeta_visa_consumo
0.02
mpagodeservicios
MISSING:
---
TOP CATEGORIES
0.0
707
>99%
2151.98
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpagodeservicios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
cpagodeservicios
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mpagodeservicios:
cpagodeservicios
1.00
catm_trx_other
0.56
cproductos
0.15
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.11
thomebanking
0.08
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.04
active_quarter
0.03
ccuenta_debitos_automaticos
0.03
ctarjeta_visa
0.03
cprestamos_personales
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpagodeservicios
CORRELATION RATIO WITH...
matm_other
0.09
mcomisiones_mantenimiento
0.08
ctarjeta_debito_transacciones
0.04
ccomisiones_otras
0.04
chomebanking_transacciones
0.03
mcomisiones
0.03
mcomisiones_otras
0.03
Visa_mconsumospesos
0.03
Visa_mconsumototal
0.03
Master_mfinanciacion_limite
0.03
Master_mlimitecompra
0.03
Visa_mlimitecompra
0.03
Visa_mfinanciacion_limite
0.03
mtarjeta_visa_consumo
0.02
cpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.42
chomebanking_transacciones
0.32
mpagomiscuentas
0.28
ctransferencias_emitidas
0.28
mautoservicio
0.23
mttarjeta_visa_debitos_automaticos
0.23
mcuenta_debitos_automaticos
0.23
ctarjeta_debito_transacciones
0.22
minversion2
0.21
ccomisiones_otras
0.21
ctransferencias_recibidas
0.17
mtarjeta_visa_consumo
0.17
mpayroll
0.16
ctarjeta_master_transacciones
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.43
cpayroll_trx
0.23
minversion1_dolares
0.22
cmobile_app_trx
0.22
tpaquete3
0.20
mforex_sell
0.20
ccaja_ahorro
0.19
ctarjeta_master_debitos_automaticos
0.18
catm_trx_other
0.18
ccheques_depositados
0.16
thomebanking
0.16
cproductos
0.15
active_quarter
0.13
ccheques_emitidos
0.11
MOST FREQUENT VALUES
0
606
85.6%
1
30
4.2%
2
17
2.4%
3
13
1.8%
4
13
1.8%
7
6
0.8%
6
5
0.7%
5
5
0.7%
12
3
0.4%
11
2
0.3%
13
2
0.3%
8
2
0.3%
9
1
0.1%
17
1
0.1%
26
1
0.1%
SMALLEST VALUES
0
606
85.6%
1
30
4.2%
2
17
2.4%
3
13
1.8%
4
13
1.8%
5
5
0.7%
6
5
0.7%
7
6
0.8%
8
2
0.3%
9
1
0.1%
11
2
0.3%
12
3
0.4%
13
2
0.3%
15
1
0.1%
17
1
0.1%
LARGEST VALUES
26
1
0.1%
17
1
0.1%
15
1
0.1%
13
2
0.3%
12
3
0.4%
11
2
0.3%
9
1
0.1%
8
2
0.3%
7
6
0.8%
6
5
0.7%
5
5
0.7%
4
13
1.8%
3
13
1.8%
2
17
2.4%
1
30
4.2%
mpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_debitos_automaticos
0.99
minversion2
0.91
Visa_mlimitecompra
0.44
Visa_mfinanciacion_limite
0.44
Master_mfinanciacion_limite
0.44
Master_mlimitecompra
0.44
minversion1_pesos
0.37
mtransferencias_recibidas
0.35
Visa_mconsumosdolares
0.30
mcomisiones_otras
0.29
cpagomiscuentas
0.28
mcomisiones
0.28
chomebanking_transacciones
0.27
mttarjeta_visa_debitos_automaticos
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
1.00
minversion1_dolares
1.00
cinversion1
0.50
cinversion2
0.37
ctarjeta_master_debitos_automaticos
0.27
Master_status
0.25
cproductos
0.20
mdescubierto_preacordado
0.12
ctarjeta_master
0.06
cmobile_app_trx
0.06
thomebanking
0.05
Visa_fultimo_cierre
0.04
ccomisiones_mantenimiento
0.04
Master_fultimo_cierre
0.04
MOST FREQUENT VALUES
0.0
606
85.6%
351.0
2
0.3%
9946.22
1
0.1%
936.0
1
0.1%
2033.82
1
0.1%
13912.17
1
0.1%
643.5
1
0.1%
402.46
1
0.1%
21531.6
1
0.1%
5817.18
1
0.1%
10794.96
1
0.1%
1579.5
1
0.1%
2474.56
1
0.1%
28181.32
1
0.1%
402.45
1
0.1%
SMALLEST VALUES
0.0
606
85.6%
197.69
1
0.1%
234.0
1
0.1%
332.6
1
0.1%
351.0
2
0.3%
380.61
1
0.1%
388.72
1
0.1%
402.45
1
0.1%
402.46
1
0.1%
513.88
1
0.1%
643.5
1
0.1%
655.17
1
0.1%
737.45
1
0.1%
872.82
1
0.1%
936.0
1
0.1%
LARGEST VALUES
2476102.19
1
0.1%
128700.0
1
0.1%
78170.88
1
0.1%
69582.97
1
0.1%
65874.01
1
0.1%
61504.48
1
0.1%
57308.98
1
0.1%
55814.95
1
0.1%
43505.08
1
0.1%
39612.09
1
0.1%
38286.12
1
0.1%
37967.08
1
0.1%
36859.91
1
0.1%
36086.93
1
0.1%
31690.26
1
0.1%
ccajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajeros_propios_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajeros_propios_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcajeros_propios_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mcajeros_propios_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcajeros_propios_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ctarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mtarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mtarjeta_visa_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mtarjeta_visa_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_visa_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ctarjeta_master_descuentos
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mtarjeta_master_descuentos
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mtarjeta_master_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mtarjeta_master_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_master_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ccomisiones_mantenimiento
MISSING:
---
TOP CATEGORIES
0
388
55%
1
298
42%
2
16
2%
3
5
<1%
4
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccomisiones_mantenimiento
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccomisiones_mantenimiento:
cpayroll_trx
0.03
cproductos
0.03
ctarjeta_debito
0.02
mforex_sell
0.02
Master_fultimo_cierre
0.02
ccuenta_debitos_automaticos
0.02
mprestamos_prendarios
0.02
ccajas_otras
0.02
internet
0.01
cmobile_app_trx
0.01
ccajas_extracciones
0.01
cforex
0.01
tcuentas
0.01
cprestamos_personales
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
CORRELATION RATIO WITH...
mcomisiones_mantenimiento
0.88
mcomisiones
0.42
mcomisiones_otras
0.42
mpayroll
0.18
ctarjeta_debito_transacciones
0.16
ctransferencias_emitidas
0.14
mautoservicio
0.14
cliente_edad
0.13
mrentabilidad
0.13
Master_Fvencimiento
0.13
ccallcenter_transacciones
0.12
Master_mlimitecompra
0.12
Master_mfinanciacion_limite
0.12
cextraccion_autoservicio
0.11
mcomisiones_mantenimiento
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
0.48
mcomisiones_otras
0.48
mrentabilidad
0.15
mpayroll
-0.13
Master_Fvencimiento
0.12
cliente_edad
0.12
Master_mpagospesos
-0.12
mrentabilidad_annual
0.11
Visa_mconsumosdolares
0.11
ctarjeta_debito_transacciones
-0.11
cextraccion_autoservicio
-0.08
mtarjeta_visa_consumo
0.08
ctransferencias_emitidas
-0.08
Visa_mfinanciacion_limite
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.88
ctarjeta_debito
0.16
cproductos
0.16
ctarjeta_master_debitos_automaticos
0.15
cpayroll_trx
0.14
internet
0.14
cprestamos_personales
0.14
cmobile_app_trx
0.14
mforex_sell
0.13
cforex
0.12
cforex_sell
0.12
minversion1_dolares
0.11
Master_fultimo_cierre
0.11
ccajas_extracciones
0.11
MOST FREQUENT VALUES
0.0
402
56.8%
1361.45
156
22.0%
1923.24
70
9.9%
2619.44
18
2.5%
1199.0
12
1.7%
1720.19
9
1.3%
680.72
9
1.3%
961.62
6
0.8%
2344.83
6
0.8%
-1923.24
4
0.6%
-1361.45
4
0.6%
1207.7
2
0.3%
-2619.44
1
0.1%
8.7
1
0.1%
1309.72
1
0.1%
SMALLEST VALUES
-5769.73
1
0.1%
-3846.49
1
0.1%
-2619.44
1
0.1%
-1923.24
4
0.6%
-1361.45
4
0.6%
0.0
402
56.8%
8.7
1
0.1%
409.5
1
0.1%
560.09
1
0.1%
680.72
9
1.3%
961.62
6
0.8%
1063.63
1
0.1%
1140.75
1
0.1%
1199.0
12
1.7%
1207.7
2
0.3%
LARGEST VALUES
2619.44
18
2.5%
2527.49
1
0.1%
2344.83
6
0.8%
1923.24
70
9.9%
1720.19
9
1.3%
1361.45
156
22.0%
1309.72
1
0.1%
1207.7
2
0.3%
1199.0
12
1.7%
1140.75
1
0.1%
1063.63
1
0.1%
961.62
6
0.8%
680.72
9
1.3%
560.09
1
0.1%
409.5
1
0.1%
ccomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
minversion1_pesos
0.45
ctrx_quarter
0.34
Master_cconsumos
0.26
Master_mpagospesos
-0.23
ctarjeta_visa_transacciones
0.23
ctarjeta_visa_debitos_automaticos
0.22
mcomisiones_otras
0.22
mcomisiones
0.21
ctarjeta_debito_transacciones
0.21
chomebanking_transacciones
0.21
cpagomiscuentas
0.21
mtarjeta_visa_consumo
0.19
mautoservicio
0.18
ctransferencias_emitidas
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.46
cproductos
0.33
ccuenta_debitos_automaticos
0.28
active_quarter
0.21
tcallcenter
0.18
cmobile_app_trx
0.18
thomebanking
0.16
ctarjeta_master_debitos_automaticos
0.16
ccheques_depositados
0.15
minversion1_dolares
0.15
cseguro_vivienda
0.15
ccheques_emitidos
0.15
mcheques_emitidos
0.15
catm_trx_other
0.15
MOST FREQUENT VALUES
2
199
28.1%
0
146
20.6%
4
118
16.7%
6
103
14.5%
8
58
8.2%
10
27
3.8%
12
16
2.3%
11
6
0.8%
9
5
0.7%
7
4
0.6%
16
3
0.4%
18
3
0.4%
14
3
0.4%
13
2
0.3%
3
2
0.3%
SMALLEST VALUES
0
146
20.6%
1
1
0.1%
2
199
28.1%
3
2
0.3%
4
118
16.7%
5
2
0.3%
6
103
14.5%
7
4
0.6%
8
58
8.2%
9
5
0.7%
10
27
3.8%
11
6
0.8%
12
16
2.3%
13
2
0.3%
14
3
0.4%
LARGEST VALUES
173
1
0.1%
28
1
0.1%
25
2
0.3%
24
1
0.1%
20
2
0.3%
18
3
0.4%
17
1
0.1%
16
3
0.4%
15
2
0.3%
14
3
0.4%
13
2
0.3%
12
16
2.3%
11
6
0.8%
10
27
3.8%
9
5
0.7%
mcomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
1.00
mrentabilidad
0.63
mttarjeta_master_debitos_automaticos
0.58
Master_mpagospesos
-0.57
mrentabilidad_annual
0.55
mtransferencias_recibidas
0.53
mcuentas_saldo
0.49
mcomisiones_mantenimiento
0.48
mcaja_ahorro
0.41
mpasivos_margen
0.40
mtarjeta_visa_consumo
0.40
mcaja_ahorro_dolares
0.39
mttarjeta_visa_debitos_automaticos
0.37
Master_mfinanciacion_limite
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.58
ccheques_emitidos
0.46
mcheques_emitidos
0.46
ccheques_depositados
0.45
cseguro_auto
0.44
ccheques_depositados_rechazados
0.43
mcheques_depositados_rechazados
0.43
ccomisiones_mantenimiento
0.42
ccuenta_debitos_automaticos
0.31
cproductos
0.30
ccajas_depositos
0.30
minversion1_dolares
0.29
ctarjeta_master_debitos_automaticos
0.24
tpaquete1
0.21
MOST FREQUENT VALUES
0.0
146
20.6%
1221.91
57
8.1%
1726.11
30
4.2%
62.47
21
3.0%
1284.39
6
0.8%
2350.95
5
0.7%
1788.59
4
0.6%
6.98
4
0.6%
12.6
3
0.4%
2104.49
3
0.4%
1228.89
3
0.4%
1543.87
3
0.4%
69.39
2
0.3%
1291.37
2
0.3%
1076.1
2
0.3%
SMALLEST VALUES
-5178.33
1
0.1%
-3452.22
1
0.1%
-1726.11
1
0.1%
-1663.63
1
0.1%
-1341.65
1
0.1%
-1221.91
1
0.1%
-867.7
1
0.1%
-394.99
1
0.1%
-359.92
1
0.1%
-279.96
1
0.1%
-194.78
1
0.1%
-189.72
1
0.1%
-132.3
1
0.1%
-126.68
1
0.1%
-118.68
1
0.1%
LARGEST VALUES
26274.25
1
0.1%
20004.69
1
0.1%
13657.24
1
0.1%
9365.0
1
0.1%
7713.72
1
0.1%
6636.84
1
0.1%
5747.75
1
0.1%
5092.64
1
0.1%
4702.67
1
0.1%
4108.16
1
0.1%
4054.78
1
0.1%
3612.78
1
0.1%
3499.25
1
0.1%
3290.69
1
0.1%
3282.5
1
0.1%
cforex
MISSING:
---
TOP CATEGORIES
0
672
95%
1
26
4%
2
7
<1%
3
3
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex:
cforex_sell
0.92
mforex_sell
0.84
ccajas_extracciones
0.17
ccajas_transacciones
0.13
ccajas_consultas
0.11
cproductos
0.10
Master_fultimo_cierre
0.09
Visa_fultimo_cierre
0.07
thomebanking
0.07
Master_mpagado
0.06
cpayroll_trx
0.05
ccuenta_debitos_automaticos
0.05
catm_trx_other
0.05
ccomisiones_mantenimiento
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex
CORRELATION RATIO WITH...
ctarjeta_debito_transacciones
0.26
chomebanking_transacciones
0.25
mcaja_ahorro_adicional
0.23
mautoservicio
0.20
ctarjeta_visa_debitos_automaticos
0.18
ctrx_quarter
0.18
minversion1_pesos
0.16
mpayroll
0.15
Visa_mpagado
0.14
mcomisiones_mantenimiento
0.12
ccomisiones_otras
0.12
Master_mfinanciacion_limite
0.11
Master_mlimitecompra
0.11
Visa_mpagospesos
0.11
cforex_buy
MISSING:
---
TOP CATEGORIES
0
706
>99%
1
2
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_buy
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex_buy:
mforex_buy
1.00
cforex
0.49
cinversion2
0.24
cproductos
0.22
tcallcenter
0.09
ccomisiones_mantenimiento
0.09
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.08
ccuenta_debitos_automaticos
0.07
ctarjeta_debito
0.07
ctarjeta_master
0.04
active_quarter
0.03
ctarjeta_visa
0.03
cprestamos_personales
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
CORRELATION RATIO WITH...
cliente_edad
0.07
mcomisiones_mantenimiento
0.04
Master_Fvencimiento
0.03
numero_de_cliente
0.03
Master_fechaalta
0.02
ccallcenter_transacciones
0.02
Master_mfinanciacion_limite
0.02
Master_mlimitecompra
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
ccomisiones_otras
0.02
cliente_antiguedad
0.02
Master_cconsumos
0.02
mttarjeta_visa_debitos_automaticos
0.02
mforex_buy
MISSING:
---
TOP CATEGORIES
0.0
706
>99%
80.33
1
<1%
99.45
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mforex_buy
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
cforex_buy
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mforex_buy:
cforex_buy
0.91
cforex
0.44
cinversion2
0.31
cproductos
0.30
tcallcenter
0.17
ccuenta_debitos_automaticos
0.16
cmobile_app_trx
0.09
thomebanking
0.09
ccomisiones_mantenimiento
0.08
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.04
active_quarter
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mforex_buy
CORRELATION RATIO WITH...
cliente_edad
0.07
Master_mfinanciacion_limite
0.04
Master_mlimitecompra
0.04
Visa_mlimitecompra
0.04
Visa_mfinanciacion_limite
0.04
Master_Fvencimiento
0.04
ccallcenter_transacciones
0.04
mcomisiones_mantenimiento
0.04
Master_cconsumos
0.03
numero_de_cliente
0.03
ccomisiones_otras
0.03
chomebanking_transacciones
0.03
Master_fechaalta
0.03
ctransferencias_emitidas
0.02
cforex_sell
MISSING:
---
TOP CATEGORIES
0
674
95%
1
24
3%
2
7
<1%
3
3
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_sell
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex_sell:
cforex
0.96
mforex_sell
0.91
ccajas_extracciones
0.19
ccajas_transacciones
0.14
ccajas_consultas
0.12
cproductos
0.09
Master_fultimo_cierre
0.08
thomebanking
0.08
Visa_fultimo_cierre
0.07
ccuenta_debitos_automaticos
0.07
Master_mpagado
0.06
cpayroll_trx
0.06
catm_trx_other
0.05
cmobile_app_trx
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
CORRELATION RATIO WITH...
ctarjeta_debito_transacciones
0.27
chomebanking_transacciones
0.25
mcaja_ahorro_adicional
0.24
mautoservicio
0.21
ctarjeta_visa_debitos_automaticos
0.18
ctrx_quarter
0.18
minversion1_pesos
0.17
mpayroll
0.15
Visa_mpagado
0.14
ccomisiones_otras
0.12
mcomisiones_mantenimiento
0.12
Visa_mpagospesos
0.11
matm_other
0.11
Master_mfinanciacion_limite
0.11
mforex_sell
MISSING:
---
TOP CATEGORIES
0.0
674
95%
234.0
24
3%
222.3
3
<1%
117.0
2
<1%
232.83
1
<1%
210.6
1
<1%
104.13
1
<1%
228.15
1
<1%
11.7
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mforex_sell
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mforex_sell:
cforex_sell
0.85
cforex
0.81
ccajas_extracciones
0.19
ccajas_transacciones
0.16
ccajas_consultas
0.15
cproductos
0.11
Master_fultimo_cierre
0.09
thomebanking
0.08
cpayroll_trx
0.08
Visa_fultimo_cierre
0.08
ccuenta_debitos_automaticos
0.08
catm_trx_other
0.07
ccomisiones_mantenimiento
0.07
Master_mpagado
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mforex_sell
CORRELATION RATIO WITH...
chomebanking_transacciones
0.44
Visa_mpagado
0.37
ctarjeta_debito_transacciones
0.35
ctarjeta_visa_debitos_automaticos
0.35
mpayroll
0.28
mautoservicio
0.28
mcaja_ahorro_adicional
0.24
Visa_mpagospesos
0.23
Master_mfinanciacion_limite
0.23
Master_mlimitecompra
0.23
ctrx_quarter
0.23
ctarjeta_visa_transacciones
0.22
Master_cconsumos
0.21
cpagomiscuentas
0.20
ctransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.61
ctrx_quarter
0.60
mtransferencias_recibidas
0.45
mtransferencias_emitidas
0.33
Master_mpagospesos
-0.31
ctarjeta_debito_transacciones
0.30
mautoservicio
0.30
mcaja_ahorro
0.29
mpasivos_margen
0.26
mrentabilidad
0.25
cextraccion_autoservicio
0.25
mrentabilidad_annual
0.24
catm_trx
0.23
chomebanking_transacciones
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
0.31
mcheques_emitidos
0.31
ccheques_depositados
0.31
cseguro_auto
0.30
ccheques_depositados_rechazados
0.30
mcheques_depositados_rechazados
0.30
catm_trx_other
0.30
tpaquete1
0.28
cpayroll_trx
0.25
ccajas_depositos
0.19
cmobile_app_trx
0.16
ccuenta_debitos_automaticos
0.15
cproductos
0.14
ccaja_seguridad
0.13
MOST FREQUENT VALUES
0
392
55.4%
1
140
19.8%
2
73
10.3%
3
38
5.4%
4
21
3.0%
5
11
1.6%
7
10
1.4%
6
7
1.0%
8
3
0.4%
9
3
0.4%
11
2
0.3%
18
2
0.3%
15
1
0.1%
68
1
0.1%
13
1
0.1%
SMALLEST VALUES
0
392
55.4%
1
140
19.8%
2
73
10.3%
3
38
5.4%
4
21
3.0%
5
11
1.6%
6
7
1.0%
7
10
1.4%
8
3
0.4%
9
3
0.4%
11
2
0.3%
12
1
0.1%
13
1
0.1%
15
1
0.1%
18
2
0.3%
LARGEST VALUES
84
1
0.1%
68
1
0.1%
39
1
0.1%
18
2
0.3%
15
1
0.1%
13
1
0.1%
12
1
0.1%
11
2
0.3%
9
3
0.4%
8
3
0.4%
7
10
1.4%
6
7
1.0%
5
11
1.6%
4
21
3.0%
3
38
5.4%
mtransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.76
mrentabilidad
0.70
mpasivos_margen
0.67
mrentabilidad_annual
0.60
mcheques_depositados
0.56
mcuentas_saldo
0.53
mcomisiones_otras
0.53
mcomisiones
0.53
mcuenta_corriente
0.52
ctrx_quarter
0.45
ctransferencias_recibidas
0.45
mprestamos_personales
0.44
mtransferencias_emitidas
0.40
mpagomiscuentas
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.81
ccheques_emitidos
0.81
mcheques_emitidos
0.81
cseguro_auto
0.79
ccheques_depositados_rechazados
0.79
mcheques_depositados_rechazados
0.79
ccajas_depositos
0.52
ccajas_otras
0.39
ccuenta_debitos_automaticos
0.35
minversion1_dolares
0.34
tpaquete1
0.29
cproductos
0.27
cinversion1
0.21
ccajas_transacciones
0.20
MOST FREQUENT VALUES
0.0
392
55.4%
5850.0
12
1.7%
11700.0
12
1.7%
7020.0
8
1.1%
17550.0
7
1.0%
1170.0
5
0.7%
3510.0
5
0.7%
35100.0
4
0.6%
5265.0
3
0.4%
2340.0
3
0.4%
19743.75
3
0.4%
1638.0
2
0.3%
35.1
2
0.3%
8190.0
2
0.3%
4680.0
2
0.3%
SMALLEST VALUES
0.0
392
55.4%
17.55
1
0.1%
24.28
1
0.1%
31.8
1
0.1%
35.1
2
0.3%
84.73
1
0.1%
86.65
1
0.1%
117.0
2
0.3%
222.3
1
0.1%
224.37
1
0.1%
234.0
1
0.1%
321.75
1
0.1%
413.01
1
0.1%
414.18
1
0.1%
468.0
1
0.1%
LARGEST VALUES
3433576.29
1
0.1%
1477600.02
1
0.1%
1269450.0
1
0.1%
738018.45
1
0.1%
640771.78
1
0.1%
506592.32
1
0.1%
472050.54
1
0.1%
471282.04
1
0.1%
453960.0
1
0.1%
446716.34
1
0.1%
420942.6
1
0.1%
333391.5
1
0.1%
294957.0
1
0.1%
269334.0
1
0.1%
234014.37
1
0.1%
ctransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.75
mtransferencias_emitidas
0.63
ctransferencias_recibidas
0.61
Master_mconsumospesos
0.56
Master_mconsumototal
0.56
ctarjeta_debito_transacciones
0.42
mautoservicio
0.38
Master_msaldopesos
0.37
Master_msaldototal
0.36
chomebanking_transacciones
0.36
cextraccion_autoservicio
0.36
mpayroll
0.34
mtransferencias_recibidas
0.33
catm_trx
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.44
catm_trx_other
0.41
ccajas_depositos
0.30
ccuenta_debitos_automaticos
0.29
Master_mpagado
0.27
cmobile_app_trx
0.24
cproductos
0.21
thomebanking
0.20
Master_msaldodolares
0.18
Master_mconsumosdolares
0.18
ccheques_emitidos
0.18
mcheques_emitidos
0.18
ctarjeta_master_debitos_automaticos
0.18
Master_mpagosdolares
0.18
MOST FREQUENT VALUES
0
538
76.0%
1
59
8.3%
2
33
4.7%
3
21
3.0%
4
15
2.1%
7
9
1.3%
5
7
1.0%
8
6
0.8%
9
6
0.8%
10
4
0.6%
6
3
0.4%
11
2
0.3%
14
2
0.3%
12
1
0.1%
22
1
0.1%
SMALLEST VALUES
0
538
76.0%
1
59
8.3%
2
33
4.7%
3
21
3.0%
4
15
2.1%
5
7
1.0%
6
3
0.4%
7
9
1.3%
8
6
0.8%
9
6
0.8%
10
4
0.6%
11
2
0.3%
12
1
0.1%
14
2
0.3%
22
1
0.1%
LARGEST VALUES
44
1
0.1%
22
1
0.1%
14
2
0.3%
12
1
0.1%
11
2
0.3%
10
4
0.6%
9
6
0.8%
8
6
0.8%
7
9
1.3%
6
3
0.4%
5
7
1.0%
4
15
2.1%
3
21
3.0%
2
33
4.7%
1
59
8.3%
mtransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.88
Master_mconsumototal
0.88
mtarjeta_master_consumo
0.73
Master_msaldopesos
0.69
Master_msaldototal
0.67
ctransferencias_emitidas
0.63
Master_mpagominimo
0.55
ctrx_quarter
0.46
mtransferencias_recibidas
0.40
ctransferencias_recibidas
0.33
mcaja_ahorro
0.31
mcuentas_saldo
0.29
cextraccion_autoservicio
0.28
mrentabilidad_annual
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.77
catm_trx_other
0.39
ccheques_depositados
0.32
ccheques_emitidos
0.31
mcheques_emitidos
0.31
cseguro_auto
0.29
ccheques_depositados_rechazados
0.29
mcheques_depositados_rechazados
0.29
cplazo_fijo
0.25
cproductos
0.22
ccuenta_debitos_automaticos
0.21
minversion1_dolares
0.19
Master_mpagado
0.18
ccajas_transacciones
0.18
MOST FREQUENT VALUES
0.0
538
76.0%
5850.0
3
0.4%
2340.0
3
0.4%
1638.0
3
0.4%
468.0
2
0.3%
14391.0
2
0.3%
24219.0
2
0.3%
760.5
2
0.3%
24570.0
2
0.3%
11700.0
2
0.3%
3510.0
2
0.3%
5499.0
2
0.3%
17550.0
2
0.3%
585.0
2
0.3%
92605.5
1
0.1%
SMALLEST VALUES
0.0
538
76.0%
1.82
1
0.1%
11.7
1
0.1%
30.56
1
0.1%
111.02
1
0.1%
204.16
1
0.1%
234.0
1
0.1%
246.87
1
0.1%
397.8
1
0.1%
468.0
2
0.3%
507.78
1
0.1%
585.0
2
0.3%
662.23
1
0.1%
690.3
1
0.1%
702.0
1
0.1%
LARGEST VALUES
1737333.0
1
0.1%
688720.5
1
0.1%
540800.11
1
0.1%
525731.31
1
0.1%
468601.38
1
0.1%
411838.42
1
0.1%
408152.4
1
0.1%
379080.0
1
0.1%
258878.88
1
0.1%
250777.8
1
0.1%
250681.5
1
0.1%
216450.0
1
0.1%
213692.31
1
0.1%
212035.2
1
0.1%
192043.8
1
0.1%
cextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx
0.96
mextraccion_autoservicio
0.83
matm
0.81
ctrx_quarter
0.40
ctransferencias_emitidas
0.36
Master_cconsumos
0.34
mplazo_fijo_dolares
0.31
Master_mconsumospesos
0.30
Master_mconsumototal
0.30
mautoservicio
0.28
mtransferencias_emitidas
0.28
ctarjeta_debito_transacciones
0.28
matm_other
0.26
ctransferencias_recibidas
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.34
cpayroll_trx
0.29
cplazo_fijo
0.25
ccajas_extracciones
0.25
Master_mpagado
0.21
Master_msaldodolares
0.21
Master_mconsumosdolares
0.21
Master_mpagosdolares
0.21
ccajas_transacciones
0.20
cmobile_app_trx
0.20
ccuenta_debitos_automaticos
0.17
ccheques_depositados
0.15
cproductos
0.14
ccajas_depositos
0.14
MOST FREQUENT VALUES
0
603
85.2%
1
31
4.4%
2
20
2.8%
3
17
2.4%
4
13
1.8%
5
4
0.6%
6
4
0.6%
9
4
0.6%
7
3
0.4%
12
2
0.3%
14
1
0.1%
23
1
0.1%
11
1
0.1%
37
1
0.1%
18
1
0.1%
SMALLEST VALUES
0
603
85.2%
1
31
4.4%
2
20
2.8%
3
17
2.4%
4
13
1.8%
5
4
0.6%
6
4
0.6%
7
3
0.4%
9
4
0.6%
10
1
0.1%
11
1
0.1%
12
2
0.3%
14
1
0.1%
16
1
0.1%
18
1
0.1%
LARGEST VALUES
37
1
0.1%
23
1
0.1%
18
1
0.1%
16
1
0.1%
14
1
0.1%
12
2
0.3%
11
1
0.1%
10
1
0.1%
9
4
0.6%
7
3
0.4%
6
4
0.6%
5
4
0.6%
4
13
1.8%
3
17
2.4%
2
20
2.8%
mextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm
1.00
catm_trx
0.85
cextraccion_autoservicio
0.83
Master_cconsumos
0.59
mtransferencias_recibidas
0.29
ctrx_quarter
0.20
ctransferencias_emitidas
0.18
mtransferencias_emitidas
0.18
Master_mconsumospesos
0.16
Master_mconsumototal
0.16
mplazo_fijo_dolares
0.13
matm_other
0.12
ctransferencias_recibidas
0.11
mautoservicio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.26
Master_msaldodolares
0.26
Master_mconsumosdolares
0.26
Master_mpagosdolares
0.26
ccajas_extracciones
0.26
cplazo_fijo
0.24
ccajas_transacciones
0.19
cproductos
0.14
cmobile_app_trx
0.13
ccuenta_debitos_automaticos
0.12
ccheques_depositados
0.12
cpayroll_trx
0.11
catm_trx_other
0.10
thomebanking
0.08
MOST FREQUENT VALUES
0.0
603
85.2%
5850.0
7
1.0%
8190.0
4
0.6%
11700.0
4
0.6%
18328.82
3
0.4%
17550.0
3
0.4%
2223.0
3
0.4%
5265.0
2
0.3%
46800.0
2
0.3%
15210.0
2
0.3%
9360.0
2
0.3%
3510.0
2
0.3%
11583.0
2
0.3%
26910.0
2
0.3%
25740.0
2
0.3%
SMALLEST VALUES
0.0
603
85.2%
234.0
1
0.1%
1638.0
1
0.1%
1755.0
1
0.1%
1872.0
1
0.1%
2106.0
1
0.1%
2223.0
3
0.4%
2340.0
2
0.3%
3159.0
1
0.1%
3510.0
2
0.3%
4095.0
1
0.1%
4680.0
2
0.3%
5265.0
2
0.3%
5850.0
7
1.0%
7020.0
1
0.1%
LARGEST VALUES
1010880.0
1
0.1%
310437.64
1
0.1%
234000.0
1
0.1%
192465.0
1
0.1%
134550.0
1
0.1%
131742.0
1
0.1%
111150.0
1
0.1%
103545.0
1
0.1%
102960.0
1
0.1%
93600.0
1
0.1%
91611.0
1
0.1%
87750.0
1
0.1%
83070.0
1
0.1%
79092.0
1
0.1%
68445.0
1
0.1%
ccheques_depositados
MISSING:
---
TOP CATEGORIES
0
698
99%
1
5
<1%
2
3
<1%
7
1
<1%
15
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados:
ccheques_emitidos
0.40
mcheques_emitidos
0.40
ccajas_depositos
0.28
cproductos
0.27
ccajas_transacciones
0.21
ccuenta_debitos_automaticos
0.18
tpaquete1
0.13
ccajas_otras
0.12
cseguro_auto
0.12
ccheques_depositados_rechazados
0.12
mcheques_depositados_rechazados
0.12
cplazo_fijo
0.11
catm_trx_other
0.11
cseguro_vivienda
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
CORRELATION RATIO WITH...
mcheques_depositados
0.95
mcaja_ahorro
0.89
mtransferencias_recibidas
0.81
mrentabilidad
0.78
mpasivos_margen
0.77
mrentabilidad_annual
0.65
mcuenta_corriente
0.65
mcuentas_saldo
0.59
mprestamos_personales
0.55
mactivos_margen
0.46
mcomisiones
0.45
mcomisiones_otras
0.45
Visa_mpagospesos
0.41
matm_other
0.40
mcheques_depositados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.59
mtransferencias_recibidas
0.56
mpasivos_margen
0.54
mrentabilidad
0.50
mrentabilidad_annual
0.41
Visa_mpagospesos
-0.40
mcuentas_saldo
0.37
mcuenta_corriente
0.36
mcomisiones
0.35
mcomisiones_otras
0.35
mprestamos_personales
0.32
Visa_mconsumospesos
0.30
Visa_mconsumototal
0.30
ctrx_quarter
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.95
ccheques_emitidos
0.92
mcheques_emitidos
0.92
cseguro_auto
0.58
ccheques_depositados_rechazados
0.58
mcheques_depositados_rechazados
0.58
ccajas_depositos
0.53
tpaquete1
0.38
ccajas_otras
0.32
catm_trx_other
0.28
ccajas_transacciones
0.24
cplazo_fijo
0.22
cseguro_vivienda
0.22
cproductos
0.19
MOST FREQUENT VALUES
0.0
698
98.6%
71077.5
1
0.1%
1173839.58
1
0.1%
145698.88
1
0.1%
13255.09
1
0.1%
37440.0
1
0.1%
648817.65
1
0.1%
258570.0
1
0.1%
41147.73
1
0.1%
34825.72
1
0.1%
982205.17
1
0.1%
SMALLEST VALUES
0.0
698
98.6%
13255.09
1
0.1%
34825.72
1
0.1%
37440.0
1
0.1%
41147.73
1
0.1%
71077.5
1
0.1%
145698.88
1
0.1%
258570.0
1
0.1%
648817.65
1
0.1%
982205.17
1
0.1%
1173839.58
1
0.1%
LARGEST VALUES
1173839.58
1
0.1%
982205.17
1
0.1%
648817.65
1
0.1%
258570.0
1
0.1%
145698.88
1
0.1%
71077.5
1
0.1%
41147.73
1
0.1%
37440.0
1
0.1%
34825.72
1
0.1%
13255.09
1
0.1%
0.0
698
98.6%
ccheques_emitidos
MISSING:
---
TOP CATEGORIES
0
704
>99%
14
1
<1%
1
1
<1%
13
1
<1%
17
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_emitidos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
mcheques_emitidos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_emitidos:
mcheques_emitidos
1.00
ccheques_depositados
0.85
ccajas_depositos
0.53
ccuenta_debitos_automaticos
0.45
cproductos
0.44
ccajas_otras
0.34
cseguro_vivienda
0.29
tpaquete1
0.28
ccajas_transacciones
0.25
cseguro_auto
0.25
mprestamos_prendarios
0.25
ccheques_depositados_rechazados
0.25
mcheques_depositados_rechazados
0.25
ccaja_ahorro
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
CORRELATION RATIO WITH...
mcheques_depositados
0.92
mcaja_ahorro
0.89
mtransferencias_recibidas
0.81
mrentabilidad
0.78
mpasivos_margen
0.76
mcuenta_corriente
0.67
mrentabilidad_annual
0.66
mcuentas_saldo
0.59
mprestamos_personales
0.55
mactivos_margen
0.46
mcomisiones
0.46
mcomisiones_otras
0.46
Visa_mpagospesos
0.41
matm_other
0.37
mcheques_emitidos
MISSING:
---
TOP CATEGORIES
0.0
704
>99%
398652.23
1
<1%
67356.32
1
<1%
237091.14
1
<1%
1006596.63
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_emitidos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_emitidos:
ccheques_emitidos
1.00
ccheques_depositados
0.85
ccajas_depositos
0.53
ccuenta_debitos_automaticos
0.45
cproductos
0.44
ccajas_otras
0.34
cseguro_vivienda
0.29
tpaquete1
0.28
ccajas_transacciones
0.25
cseguro_auto
0.25
mprestamos_prendarios
0.25
ccheques_depositados_rechazados
0.25
mcheques_depositados_rechazados
0.25
ccaja_ahorro
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos
CORRELATION RATIO WITH...
mcheques_depositados
0.92
mcaja_ahorro
0.89
mtransferencias_recibidas
0.81
mrentabilidad
0.78
mpasivos_margen
0.76
mcuenta_corriente
0.67
mrentabilidad_annual
0.66
mcuentas_saldo
0.59
mprestamos_personales
0.55
mactivos_margen
0.46
mcomisiones
0.46
mcomisiones_otras
0.46
Visa_mpagospesos
0.41
matm_other
0.37
ccheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0
707
>99%
1
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
mcheques_depositados_rechazados
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados_rechazados:
cseguro_auto
1.00
ccheques_depositados
1.00
ccheques_emitidos
1.00
mcheques_emitidos
1.00
mcheques_depositados_rechazados
1.00
ccajas_depositos
0.75
ccajas_otras
0.67
tpaquete1
0.56
cproductos
0.44
cseguro_vivienda
0.38
cprestamos_personales
0.37
ccajas_transacciones
0.33
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
CORRELATION RATIO WITH...
mcaja_ahorro
0.89
mtransferencias_recibidas
0.79
mrentabilidad
0.78
mpasivos_margen
0.76
mrentabilidad_annual
0.65
mcuenta_corriente
0.65
mcuentas_saldo
0.58
mcheques_depositados
0.58
mprestamos_personales
0.55
mactivos_margen
0.43
mcomisiones
0.43
mcomisiones_otras
0.43
ctransferencias_recibidas
0.30
mtransferencias_emitidas
0.29
mcheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0.0
707
>99%
58909.5
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_depositados_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
ccheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_depositados_rechazados:
cseguro_auto
1.00
ccheques_depositados
1.00
ccheques_emitidos
1.00
mcheques_emitidos
1.00
ccheques_depositados_rechazados
1.00
ccajas_depositos
0.75
ccajas_otras
0.67
tpaquete1
0.56
cproductos
0.44
cseguro_vivienda
0.38
cprestamos_personales
0.37
ccajas_transacciones
0.33
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_depositados_rechazados
CORRELATION RATIO WITH...
mcaja_ahorro
0.89
mtransferencias_recibidas
0.79
mrentabilidad
0.78
mpasivos_margen
0.76
mrentabilidad_annual
0.65
mcuenta_corriente
0.65
mcuentas_saldo
0.58
mcheques_depositados
0.58
mprestamos_personales
0.55
mactivos_margen
0.43
mcomisiones
0.43
mcomisiones_otras
0.43
ctransferencias_recibidas
0.30
mtransferencias_emitidas
0.29
ccheques_emitidos_rechazados
MISSING:
---
TOP CATEGORIES
0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_emitidos_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
mcheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_emitidos_rechazados:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos_rechazados
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcheques_emitidos_rechazados
MISSING:
---
TOP CATEGORIES
0.0
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_emitidos_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
Master_madelantopesos
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_emitidos_rechazados:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos_rechazados
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
tcallcenter
MISSING:
---
TOP CATEGORIES
0
652
92%
1
56
8%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcallcenter
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tcallcenter:
Visa_status
0.03
ccomisiones_mantenimiento
0.03
ccuenta_debitos_automaticos
0.03
cproductos
0.03
cseguro_auto
0.03
thomebanking
0.03
cmobile_app_trx
0.03
Master_msaldodolares
0.03
Master_mconsumosdolares
0.03
catm_trx_other
0.02
cpayroll_trx
0.02
tmobile_app
0.02
ccaja_seguridad
0.02
cprestamos_personales
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.73
chomebanking_transacciones
0.19
ccomisiones_otras
0.18
ctarjeta_visa_transacciones
0.18
mtarjeta_master_consumo
0.16
ctarjeta_visa_debitos_automaticos
0.16
minversion1_pesos
0.15
Master_mconsumospesos
0.15
Master_mconsumototal
0.15
Master_msaldototal
0.15
Visa_mconsumosdolares
0.15
Visa_mpagospesos
0.14
Visa_mpagado
0.14
ctrx_quarter
0.14
ccallcenter_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.28
chomebanking_transacciones
0.18
Visa_msaldototal
0.17
Visa_msaldopesos
0.17
ctarjeta_master_transacciones
0.17
Visa_msaldodolares
0.15
ctarjeta_visa_transacciones
0.14
mcaja_ahorro_adicional
0.13
Visa_mpagominimo
0.12
mtarjeta_visa_consumo
0.12
ctrx_quarter
0.11
matm_other
0.10
Master_msaldototal
0.10
ctarjeta_visa_debitos_automaticos
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
0.73
Visa_status
0.24
catm_trx_other
0.20
Master_msaldodolares
0.15
Master_mconsumosdolares
0.15
Master_status
0.14
ccomisiones_mantenimiento
0.12
mforex_sell
0.10
ctarjeta_master_debitos_automaticos
0.09
tmobile_app
0.09
cproductos
0.09
cforex
0.08
ccuenta_debitos_automaticos
0.08
cforex_sell
0.08
MOST FREQUENT VALUES
0
652
92.1%
2
14
2.0%
1
10
1.4%
4
7
1.0%
3
6
0.8%
5
5
0.7%
6
3
0.4%
11
3
0.4%
9
2
0.3%
7
2
0.3%
21
1
0.1%
8
1
0.1%
15
1
0.1%
14
1
0.1%
SMALLEST VALUES
0
652
92.1%
1
10
1.4%
2
14
2.0%
3
6
0.8%
4
7
1.0%
5
5
0.7%
6
3
0.4%
7
2
0.3%
8
1
0.1%
9
2
0.3%
11
3
0.4%
14
1
0.1%
15
1
0.1%
21
1
0.1%
LARGEST VALUES
21
1
0.1%
15
1
0.1%
14
1
0.1%
11
3
0.4%
9
2
0.3%
8
1
0.1%
7
2
0.3%
6
3
0.4%
5
5
0.7%
4
7
1.0%
3
6
0.8%
2
14
2.0%
1
10
1.4%
0
652
92.1%
thomebanking
MISSING:
---
TOP CATEGORIES
1
395
56%
0
313
44%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
thomebanking
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON thomebanking:
active_quarter
0.10
cproductos
0.04
Visa_fultimo_cierre
0.04
mforex_sell
0.03
ccajas_extracciones
0.03
cforex_sell
0.03
cforex
0.03
Master_fultimo_cierre
0.02
ccuenta_debitos_automaticos
0.02
ctarjeta_master_debitos_automaticos
0.02
ctarjeta_visa
0.02
internet
0.02
tmobile_app
0.02
ccajas_transacciones
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
CORRELATION RATIO WITH...
chomebanking_transacciones
0.38
ctrx_quarter
0.29
Visa_mpagospesos
0.21
Visa_mfinanciacion_limite
0.20
Visa_mlimitecompra
0.20
ctransferencias_emitidas
0.20
Visa_fechaalta
0.19
ctarjeta_visa_transacciones
0.18
Visa_cconsumos
0.17
ctarjeta_visa_debitos_automaticos
0.17
ccomisiones_otras
0.16
cpagomiscuentas
0.16
mtarjeta_visa_consumo
0.16
Master_mlimitecompra
0.16
chomebanking_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.50
ctarjeta_visa_debitos_automaticos
0.37
ctransferencias_emitidas
0.36
Visa_mpagospesos
-0.34
cpagomiscuentas
0.32
mttarjeta_visa_debitos_automaticos
0.32
ctarjeta_visa_transacciones
0.31
mtransferencias_recibidas
0.30
mtarjeta_visa_consumo
0.30
mpagomiscuentas
0.27
minversion2
0.27
Visa_msaldototal
0.27
Visa_msaldopesos
0.27
mcuenta_debitos_automaticos
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.44
mforex_sell
0.44
thomebanking
0.38
ccheques_emitidos
0.34
mcheques_emitidos
0.34
ccuenta_debitos_automaticos
0.33
minversion1_dolares
0.29
cproductos
0.27
cpayroll_trx
0.25
cforex_sell
0.25
cforex
0.25
tpaquete3
0.25
cinversion2
0.24
ccheques_depositados
0.24
MOST FREQUENT VALUES
0
304
42.9%
5
22
3.1%
1
21
3.0%
4
20
2.8%
2
19
2.7%
7
15
2.1%
3
14
2.0%
6
12
1.7%
9
10
1.4%
23
10
1.4%
14
9
1.3%
12
9
1.3%
10
9
1.3%
15
9
1.3%
13
8
1.1%
SMALLEST VALUES
0
304
42.9%
1
21
3.0%
2
19
2.7%
3
14
2.0%
4
20
2.8%
5
22
3.1%
6
12
1.7%
7
15
2.1%
8
6
0.8%
9
10
1.4%
10
9
1.3%
11
7
1.0%
12
9
1.3%
13
8
1.1%
14
9
1.3%
LARGEST VALUES
551
1
0.1%
549
1
0.1%
431
1
0.1%
348
1
0.1%
237
1
0.1%
218
1
0.1%
210
1
0.1%
185
1
0.1%
179
1
0.1%
173
2
0.3%
166
1
0.1%
164
1
0.1%
158
1
0.1%
157
1
0.1%
153
1
0.1%
ccajas_transacciones
MISSING:
---
TOP CATEGORIES
0
650
92%
1
58
8%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_transacciones
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_transacciones:
ccajas_extracciones
0.50
ccajas_consultas
0.36
ccajas_depositos
0.20
mforex_sell
0.14
ccajas_otras
0.12
cforex_sell
0.11
cforex
0.11
ccheques_depositados
0.07
cmobile_app_trx
0.04
ccheques_emitidos
0.04
mcheques_emitidos
0.04
thomebanking
0.04
Master_fultimo_cierre
0.03
cplazo_fijo
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
CORRELATION RATIO WITH...
mcheques_depositados
0.24
ctrx_quarter
0.20
mtransferencias_recibidas
0.20
cextraccion_autoservicio
0.20
mcaja_ahorro
0.20
mextraccion_autoservicio
0.19
matm
0.18
catm_trx
0.18
mtransferencias_emitidas
0.18
mpasivos_margen
0.18
Visa_mpagospesos
0.17
ctransferencias_emitidas
0.14
mcuentas_saldo
0.14
ctarjeta_debito_transacciones
0.13
ccajas_consultas
MISSING:
---
TOP CATEGORIES
0
682
96%
1
16
2%
2
8
1%
3
1
<1%
4
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_consultas
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_consultas:
ccajas_transacciones
0.53
ccajas_extracciones
0.33
mforex_sell
0.19
cforex_sell
0.14
cforex
0.14
cproductos
0.11
ccajas_otras
0.10
ccajas_depositos
0.09
Visa_fultimo_cierre
0.09
Master_mpagado
0.09
Master_fultimo_cierre
0.08
ccuenta_debitos_automaticos
0.06
cpayroll_trx
0.05
catm_trx_other
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_consultas
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.18
ctarjeta_debito_transacciones
0.15
cliente_antiguedad
0.14
numero_de_cliente
0.12
ctrx_quarter
0.12
catm_trx
0.12
cextraccion_autoservicio
0.11
Visa_mpagado
0.11
mpayroll
0.11
Visa_fechaalta
0.09
mpasivos_margen
0.09
mautoservicio
0.09
Master_Fvencimiento
0.09
mcuenta_corriente
0.09
ccajas_depositos
MISSING:
---
TOP CATEGORIES
0
693
98%
1
11
2%
2
3
<1%
3
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_depositos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_depositos:
ccajas_transacciones
0.47
ccheques_depositados
0.22
ccheques_emitidos
0.19
mcheques_emitidos
0.19
ccajas_otras
0.15
ccajas_consultas
0.15
cproductos
0.15
ccuenta_debitos_automaticos
0.10
Master_fultimo_cierre
0.09
catm_trx_other
0.08
cplazo_fijo
0.08
cseguro_auto
0.07
mprestamos_prendarios
0.07
ccheques_depositados_rechazados
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
CORRELATION RATIO WITH...
mtarjeta_master_consumo
0.96
Master_mconsumospesos
0.95
Master_mconsumototal
0.95
Master_msaldopesos
0.81
Master_msaldototal
0.78
mtransferencias_emitidas
0.77
Master_mpagominimo
0.64
mcheques_depositados
0.53
mtransferencias_recibidas
0.52
mcaja_ahorro
0.51
mrentabilidad
0.47
mpasivos_margen
0.44
mrentabilidad_annual
0.41
mcuentas_saldo
0.33
ccajas_extracciones
MISSING:
---
TOP CATEGORIES
0
673
95%
1
29
4%
2
6
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_extracciones
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_extracciones:
ccajas_transacciones
0.65
ccajas_consultas
0.29
mforex_sell
0.22
cforex_sell
0.20
cforex
0.19
cmobile_app_trx
0.09
thomebanking
0.09
Master_fultimo_cierre
0.07
catm_trx_other
0.07
cpayroll_trx
0.07
ccomisiones_mantenimiento
0.05
active_quarter
0.05
Visa_fultimo_cierre
0.05
cplazo_fijo
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
CORRELATION RATIO WITH...
mextraccion_autoservicio
0.26
matm
0.26
cextraccion_autoservicio
0.25
catm_trx
0.24
mplazo_fijo_dolares
0.19
ctrx_quarter
0.15
mpayroll
0.14
mcaja_ahorro_adicional
0.13
ctarjeta_debito_transacciones
0.13
mcomisiones_mantenimiento
0.11
mcaja_ahorro
0.11
Master_Fvencimiento
0.10
ctransferencias_emitidas
0.10
mtransferencias_recibidas
0.09
ccajas_otras
MISSING:
---
TOP CATEGORIES
0
699
99%
1
5
<1%
2
2
<1%
3
1
<1%
6
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_otras
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_otras:
ccajas_transacciones
0.40
cproductos
0.24
ccajas_consultas
0.23
ccajas_depositos
0.22
ctarjeta_debito
0.19
ccheques_emitidos
0.18
mcheques_emitidos
0.18
ccomisiones_mantenimiento
0.16
Visa_fultimo_cierre
0.15
mdescubierto_preacordado
0.14
ccheques_depositados
0.14
ctarjeta_visa
0.12
cprestamos_personales
0.11
mprestamos_hipotecarios
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_otras
CORRELATION RATIO WITH...
mtransferencias_recibidas
0.39
mcaja_ahorro
0.39
mrentabilidad
0.36
mpasivos_margen
0.33
mcheques_depositados
0.32
mrentabilidad_annual
0.31
mprestamos_personales
0.25
mcuentas_saldo
0.24
mcuenta_corriente
0.22
mcomisiones
0.21
mactivos_margen
0.21
mcomisiones_otras
0.21
ctrx_quarter
0.15
ctransferencias_recibidas
0.13
catm_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cextraccion_autoservicio
0.96
matm
0.85
mextraccion_autoservicio
0.85
Master_cconsumos
0.38
ctrx_quarter
0.33
mplazo_fijo_dolares
0.32
ctransferencias_emitidas
0.32
mtransferencias_recibidas
0.24
mtransferencias_emitidas
0.23
ctransferencias_recibidas
0.23
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
mautoservicio
0.21
ctarjeta_debito_transacciones
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.25
cplazo_fijo
0.25
ccajas_extracciones
0.24
Master_mpagado
0.22
Master_msaldodolares
0.22
Master_mconsumosdolares
0.22
Master_mpagosdolares
0.22
ccajas_transacciones
0.18
ccuenta_debitos_automaticos
0.17
cmobile_app_trx
0.16
cproductos
0.14
catm_trx_other
0.13
ccajas_consultas
0.12
ccheques_depositados
0.10
MOST FREQUENT VALUES
0
624
88.1%
1
33
4.7%
2
19
2.7%
3
7
1.0%
4
6
0.8%
6
4
0.6%
5
3
0.4%
12
2
0.3%
9
2
0.3%
23
1
0.1%
7
1
0.1%
14
1
0.1%
18
1
0.1%
37
1
0.1%
11
1
0.1%
SMALLEST VALUES
0
624
88.1%
1
33
4.7%
2
19
2.7%
3
7
1.0%
4
6
0.8%
5
3
0.4%
6
4
0.6%
7
1
0.1%
9
2
0.3%
10
1
0.1%
11
1
0.1%
12
2
0.3%
14
1
0.1%
15
1
0.1%
18
1
0.1%
LARGEST VALUES
37
1
0.1%
23
1
0.1%
18
1
0.1%
15
1
0.1%
14
1
0.1%
12
2
0.3%
11
1
0.1%
10
1
0.1%
9
2
0.3%
7
1
0.1%
6
4
0.6%
5
3
0.4%
4
6
0.8%
3
7
1.0%
2
19
2.7%
matm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mextraccion_autoservicio
1.00
catm_trx
0.85
cextraccion_autoservicio
0.81
Master_cconsumos
0.60
mtransferencias_recibidas
0.28
ctrx_quarter
0.18
ctransferencias_emitidas
0.17
mtransferencias_emitidas
0.16
Master_mconsumospesos
0.14
Master_mconsumototal
0.14
mplazo_fijo_dolares
0.12
ctransferencias_recibidas
0.11
ctarjeta_master_transacciones
0.10
mcaja_ahorro
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.26
Master_msaldodolares
0.26
Master_mconsumosdolares
0.26
Master_mpagosdolares
0.26
ccajas_extracciones
0.26
cplazo_fijo
0.24
ccajas_transacciones
0.18
cproductos
0.13
cmobile_app_trx
0.12
ccuenta_debitos_automaticos
0.12
cpayroll_trx
0.10
ccheques_depositados
0.09
thomebanking
0.08
ccomisiones_mantenimiento
0.07
MOST FREQUENT VALUES
0.0
624
88.1%
5850.0
5
0.7%
11700.0
4
0.6%
8190.0
3
0.4%
18328.82
3
0.4%
29250.0
3
0.4%
5265.0
3
0.4%
17550.0
3
0.4%
23400.0
3
0.4%
26910.0
2
0.3%
4680.0
2
0.3%
58500.0
2
0.3%
46800.0
2
0.3%
3510.0
2
0.3%
2340.0
2
0.3%
SMALLEST VALUES
0.0
624
88.1%
234.0
1
0.1%
1287.0
1
0.1%
1638.0
1
0.1%
2223.0
1
0.1%
2340.0
2
0.3%
3510.0
2
0.3%
4095.0
1
0.1%
4680.0
2
0.3%
5265.0
3
0.4%
5850.0
5
0.7%
6318.0
1
0.1%
7605.0
1
0.1%
8190.0
3
0.4%
9360.0
1
0.1%
LARGEST VALUES
1010880.0
1
0.1%
310437.64
1
0.1%
234000.0
1
0.1%
192465.0
1
0.1%
134550.0
1
0.1%
131742.0
1
0.1%
111150.0
1
0.1%
103545.0
1
0.1%
91611.0
1
0.1%
87750.0
1
0.1%
80730.0
1
0.1%
79092.0
1
0.1%
70200.0
1
0.1%
68445.0
1
0.1%
65520.0
1
0.1%
catm_trx_other
MISSING:
---
TOP CATEGORIES
0
670
95%
2
11
2%
1
10
1%
3
9
1%
4
6
<1%
6
1
<1%
7
1
<1%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
catm_trx_other
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON catm_trx_other:
cpayroll_trx
0.13
cproductos
0.10
cmobile_app_trx
0.09
ccuenta_debitos_automaticos
0.08
mforex_sell
0.06
ccajas_extracciones
0.05
Master_fultimo_cierre
0.05
cforex_sell
0.04
cforex
0.04
Visa_fultimo_cierre
0.04
cseguro_vida
0.04
active_quarter
0.04
thomebanking
0.04
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
CORRELATION RATIO WITH...
matm_other
0.83
ctarjeta_debito_transacciones
0.43
ctrx_quarter
0.42
ctransferencias_emitidas
0.41
mautoservicio
0.41
mtransferencias_emitidas
0.39
cextraccion_autoservicio
0.34
mtarjeta_master_consumo
0.32
Master_mconsumospesos
0.31
Master_mconsumototal
0.31
ctransferencias_recibidas
0.30
mcheques_depositados
0.28
Master_msaldopesos
0.26
Master_msaldototal
0.25
matm_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
0.32
Visa_mpagospesos
-0.32
mautoservicio
0.30
ctarjeta_debito_transacciones
0.28
mcheques_depositados
0.26
cextraccion_autoservicio
0.26
ctrx_quarter
0.23
Visa_mconsumospesos
0.21
Visa_mconsumototal
0.21
mtarjeta_visa_consumo
0.20
ctarjeta_visa_transacciones
0.19
ctransferencias_emitidas
0.18
mtransferencias_emitidas
0.18
Master_mconsumospesos
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.83
ccheques_depositados
0.40
ccheques_emitidos
0.37
mcheques_emitidos
0.37
mforex_sell
0.20
cpayroll_trx
0.19
ccuenta_debitos_automaticos
0.17
cproductos
0.16
tpaquete4
0.14
cmobile_app_trx
0.12
ccajas_depositos
0.12
thomebanking
0.11
cplazo_fijo
0.11
cforex_sell
0.11
MOST FREQUENT VALUES
0.0
670
94.6%
9360.0
3
0.4%
14040.0
2
0.3%
17550.0
2
0.3%
2340.0
2
0.3%
2223.0
2
0.3%
3510.0
2
0.3%
32760.0
1
0.1%
5850.0
1
0.1%
7020.0
1
0.1%
11700.0
1
0.1%
1872.0
1
0.1%
4563.0
1
0.1%
14859.0
1
0.1%
7605.0
1
0.1%
SMALLEST VALUES
0.0
670
94.6%
234.0
1
0.1%
585.0
1
0.1%
936.0
1
0.1%
1755.0
1
0.1%
1872.0
1
0.1%
2106.0
1
0.1%
2223.0
2
0.3%
2340.0
2
0.3%
2925.0
1
0.1%
3510.0
2
0.3%
4563.0
1
0.1%
4680.0
1
0.1%
5148.0
1
0.1%
5265.0
1
0.1%
LARGEST VALUES
44460.0
1
0.1%
35100.0
1
0.1%
33930.0
1
0.1%
32760.0
1
0.1%
17550.0
2
0.3%
15210.0
1
0.1%
14859.0
1
0.1%
14040.0
2
0.3%
11700.0
1
0.1%
11115.0
1
0.1%
9828.0
1
0.1%
9360.0
3
0.4%
8775.0
1
0.1%
7839.0
1
0.1%
7605.0
1
0.1%
ctrx_quarter
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.75
ctransferencias_recibidas
0.60
ctarjeta_debito_transacciones
0.60
mautoservicio
0.55
chomebanking_transacciones
0.50
ctarjeta_visa_transacciones
0.49
mtransferencias_emitidas
0.46
mtransferencias_recibidas
0.45
cpagomiscuentas
0.42
ctarjeta_visa_debitos_automaticos
0.42
Visa_mpagospesos
-0.41
Visa_cconsumos
0.41
cextraccion_autoservicio
0.40
mtarjeta_visa_consumo
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.43
catm_trx_other
0.42
ccuenta_debitos_automaticos
0.37
cmobile_app_trx
0.36
ccheques_emitidos
0.36
mcheques_emitidos
0.36
ccheques_depositados
0.34
cproductos
0.34
active_quarter
0.32
thomebanking
0.29
ccajas_depositos
0.27
cseguro_auto
0.26
ccheques_depositados_rechazados
0.24
mcheques_depositados_rechazados
0.24
MOST FREQUENT VALUES
0
84
11.9%
6
25
3.5%
10
19
2.7%
21
19
2.7%
1
19
2.7%
3
18
2.5%
2
18
2.5%
9
18
2.5%
4
17
2.4%
8
17
2.4%
18
16
2.3%
12
16
2.3%
7
15
2.1%
15
15
2.1%
17
15
2.1%
SMALLEST VALUES
0
84
11.9%
1
19
2.7%
2
18
2.5%
3
18
2.5%
4
17
2.4%
5
8
1.1%
6
25
3.5%
7
15
2.1%
8
17
2.4%
9
18
2.5%
10
19
2.7%
11
15
2.1%
12
16
2.3%
13
6
0.8%
14
14
2.0%
LARGEST VALUES
617
1
0.1%
359
1
0.1%
267
1
0.1%
257
1
0.1%
240
2
0.3%
230
1
0.1%
224
1
0.1%
216
1
0.1%
208
1
0.1%
207
1
0.1%
205
1
0.1%
201
1
0.1%
190
1
0.1%
187
1
0.1%
186
1
0.1%
tmobile_app
MISSING:
---
TOP CATEGORIES
0
688
97%
1
20
3%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tmobile_app
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tmobile_app:
thomebanking
0.09
Master_fultimo_cierre
0.06
ctarjeta_master_debitos_automaticos
0.05
tcallcenter
0.05
ccajas_depositos
0.05
ccuenta_debitos_automaticos
0.04
Master_mpagado
0.04
ccheques_emitidos
0.04
mcheques_emitidos
0.04
cproductos
0.04
ctarjeta_visa
0.03
mforex_sell
0.03
Visa_fultimo_cierre
0.03
ccomisiones_mantenimiento
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
CORRELATION RATIO WITH...
ctarjeta_visa_transacciones
0.27
mtarjeta_master_consumo
0.24
chomebanking_transacciones
0.23
Master_mconsumospesos
0.22
Master_mconsumototal
0.22
Master_msaldopesos
0.22
Master_msaldototal
0.21
ctarjeta_master_transacciones
0.20
Visa_mconsumosdolares
0.20
Visa_mpagado
0.20
Visa_msaldototal
0.19
Visa_msaldopesos
0.19
ctarjeta_visa_debitos_automaticos
0.19
mtarjeta_visa_consumo
0.18
cmobile_app_trx
MISSING:
---
TOP CATEGORIES
0
417
59%
1
291
41%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cmobile_app_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cmobile_app_trx:
active_quarter
0.07
catm_trx_other
0.04
ccajas_extracciones
0.03
cpayroll_trx
0.03
ccuenta_debitos_automaticos
0.03
cproductos
0.02
mforex_sell
0.02
ccajas_transacciones
0.02
ccomisiones_mantenimiento
0.02
cplazo_fijo
0.02
cforex_sell
0.02
cforex
0.02
Visa_fultimo_cierre
0.01
Master_mpagado
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cmobile_app_trx
CORRELATION RATIO WITH...
ctrx_quarter
0.36
ctarjeta_debito_transacciones
0.27
mautoservicio
0.25
ctransferencias_emitidas
0.24
cpagomiscuentas
0.22
cextraccion_autoservicio
0.20
cliente_edad
0.19
ccomisiones_otras
0.18
ctransferencias_recibidas
0.16
Visa_cconsumos
0.16
Visa_mpagospesos
0.16
mpayroll
0.16
catm_trx
0.16
ctarjeta_visa_transacciones
0.15
Master_delinquency
MISSING:
165
(23%)
TOP CATEGORIES
0.0
538
>99%
1.0
5
<1%
ALL
543
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_delinquency
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_delinquency:
Master_Finiciomora
1.00
internet
0.42
Visa_Finiciomora
0.25
Master_status
0.23
ccuenta_debitos_automaticos
0.20
Master_mpagado
0.17
Master_msaldodolares
0.17
Master_mconsumosdolares
0.17
Master_mpagosdolares
0.17
Visa_delinquency
0.17
ctarjeta_visa
0.15
cprestamos_personales
0.15
Master_fultimo_cierre
0.15
Visa_fultimo_cierre
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
CORRELATION RATIO WITH...
Master_mpagominimo
0.32
Master_msaldopesos
0.24
Master_msaldototal
0.23
Visa_mpagominimo
0.21
mcuenta_corriente
0.20
mprestamos_personales
0.18
ctarjeta_master_transacciones
0.17
Master_cconsumos
0.16
Visa_msaldopesos
0.13
Visa_msaldototal
0.13
mrentabilidad_annual
0.06
Visa_fechaalta
0.05
Master_mfinanciacion_limite
0.05
Master_mlimitecompra
0.05
Master_status
MISSING:
165
(23%)
TOP CATEGORIES
0.0
527
97%
9.0
15
3%
7.0
1
<1%
ALL
543
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_status
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_status:
Visa_status
0.59
ctarjeta_master
0.28
ctarjeta_visa
0.24
cproductos
0.21
Master_fultimo_cierre
0.13
Master_Finiciomora
0.11
Master_delinquency
0.08
ctarjeta_master_debitos_automaticos
0.07
ctarjeta_debito
0.06
ccuenta_debitos_automaticos
0.06
ccaja_ahorro
0.06
minversion1_dolares
0.05
Visa_fultimo_cierre
0.05
cprestamos_personales
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_status
CORRELATION RATIO WITH...
Visa_mpagominimo
0.34
mcuenta_debitos_automaticos
0.26
mpagomiscuentas
0.25
Master_mpagominimo
0.23
minversion2
0.23
Visa_msaldopesos
0.22
Visa_msaldototal
0.22
Master_msaldopesos
0.20
Master_msaldototal
0.19
mcaja_ahorro_dolares
0.17
Master_mlimitecompra
0.17
Master_mfinanciacion_limite
0.17
Master_fechaalta
0.16
Visa_mlimitecompra
0.16
Master_mfinanciacion_limite
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mlimitecompra
1.00
Visa_mlimitecompra
0.89
Visa_mfinanciacion_limite
0.89
mpagomiscuentas
0.44
mcuenta_debitos_automaticos
0.43
minversion2
0.40
minversion1_pesos
0.36
mcomisiones_otras
0.35
mcomisiones
0.35
Master_mpagospesos
-0.33
mttarjeta_master_debitos_automaticos
0.26
mttarjeta_visa_debitos_automaticos
0.25
mcaja_ahorro_dolares
0.25
mtransferencias_recibidas
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.42
minversion1_dolares
0.41
cproductos
0.39
Master_fultimo_cierre
0.38
ctarjeta_master
0.28
Visa_fultimo_cierre
0.26
ctarjeta_master_debitos_automaticos
0.24
mforex_sell
0.23
Master_mpagosdolares
0.23
ctarjeta_visa
0.22
cinversion1
0.19
Master_status
0.17
thomebanking
0.16
cinversion2
0.15
MOST FREQUENT VALUES
63180.0
66
12.2%
252720.0
65
12.0%
176904.0
57
10.5%
88452.0
43
7.9%
126360.0
38
7.0%
75816.0
27
5.0%
202176.0
26
4.8%
101088.0
26
4.8%
442114.68
23
4.2%
50544.0
19
3.5%
707616.0
18
3.3%
303264.0
12
2.2%
31590.0
11
2.0%
353808.0
11
2.0%
505440.0
10
1.8%
SMALLEST VALUES
1179.36
1
0.2%
5970.51
1
0.2%
9477.0
1
0.2%
15795.0
1
0.2%
18954.0
1
0.2%
22113.0
2
0.4%
25272.0
6
1.1%
31590.0
11
2.0%
37908.0
3
0.6%
44226.0
10
1.8%
50544.0
19
3.5%
63180.0
66
12.2%
75816.0
27
5.0%
88452.0
43
7.9%
101088.0
26
4.8%
LARGEST VALUES
3670669.54
1
0.2%
3137448.03
1
0.2%
2621906.82
1
0.2%
2091632.02
1
0.2%
1396362.24
3
0.6%
1133686.12
6
1.1%
1130500.8
2
0.4%
1121668.76
1
0.2%
1014591.82
1
0.2%
1011741.12
2
0.4%
997401.6
5
0.9%
869663.22
1
0.2%
724734.62
5
0.9%
722698.32
1
0.2%
713720.13
1
0.2%
Master_Fvencimiento
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.47
Visa_Fvencimiento
0.42
Visa_fechaalta
0.33
cliente_antiguedad
0.31
Master_cconsumos
0.22
Visa_mfinanciacion_limite
0.21
Visa_mlimitecompra
0.21
numero_de_cliente
-0.18
mrentabilidad_annual
0.17
mrentabilidad
0.13
ctarjeta_visa_debitos_automaticos
0.13
mcomisiones_otras
0.13
mcomisiones
0.12
mcomisiones_mantenimiento
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
0.75
ctarjeta_master
0.64
ctarjeta_visa
0.49
Visa_fultimo_cierre
0.46
cproductos
0.45
mdescubierto_preacordado
0.29
cprestamos_personales
0.23
tcuentas
0.14
internet
0.14
ccomisiones_mantenimiento
0.13
mforex_sell
0.11
ccuenta_debitos_automaticos
0.11
ccajas_extracciones
0.10
catm_trx_other
0.10
MOST FREQUENT VALUES
-1611.0
21
3.9%
-1580.0
20
3.7%
-759.0
19
3.5%
-576.0
19
3.5%
-729.0
17
3.1%
-1702.0
16
2.9%
-1521.0
16
2.9%
-668.0
16
2.9%
-1490.0
15
2.8%
-1429.0
15
2.8%
-1399.0
14
2.6%
-606.0
14
2.6%
-821.0
13
2.4%
-1552.0
13
2.4%
-515.0
12
2.2%
SMALLEST VALUES
-2220.0
2
0.4%
-2190.0
4
0.7%
-2159.0
4
0.7%
-2129.0
3
0.6%
-1945.0
1
0.2%
-1886.0
1
0.2%
-1855.0
1
0.2%
-1794.0
3
0.6%
-1764.0
10
1.8%
-1733.0
9
1.7%
-1702.0
16
2.9%
-1672.0
12
2.2%
-1641.0
8
1.5%
-1611.0
21
3.9%
-1580.0
20
3.7%
LARGEST VALUES
4842.0
1
0.2%
763.0
1
0.2%
671.0
1
0.2%
-60.0
2
0.4%
-91.0
3
0.6%
-119.0
2
0.4%
-150.0
2
0.4%
-180.0
7
1.3%
-211.0
1
0.2%
-241.0
2
0.4%
-272.0
5
0.9%
-303.0
7
1.3%
-333.0
9
1.7%
-364.0
6
1.1%
-394.0
6
1.1%
Master_Finiciomora
MISSING:
703
(>99%)
TOP CATEGORIES
12.0
2
40%
18.0
2
40%
26.0
1
20%
ALL
5
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_Finiciomora
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_Finiciomora:
Master_delinquency
0.85
internet
0.42
Master_fultimo_cierre
0.27
Visa_Finiciomora
0.27
Master_status
0.25
ccuenta_debitos_automaticos
0.20
cproductos
0.19
cprestamos_personales
0.19
Master_mpagado
0.18
Master_msaldodolares
0.18
Master_mconsumosdolares
0.18
Master_mpagosdolares
0.18
Visa_fultimo_cierre
0.18
ctarjeta_visa
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_Finiciomora
CORRELATION RATIO WITH...
Master_mpagominimo
0.50
Master_msaldopesos
0.37
Master_msaldototal
0.36
Visa_mpagominimo
0.34
mcuenta_corriente
0.28
Master_cconsumos
0.27
mprestamos_personales
0.24
ctarjeta_master_transacciones
0.23
Visa_msaldopesos
0.22
Visa_msaldototal
0.22
Master_mfinanciacion_limite
0.14
Master_mlimitecompra
0.14
numero_de_cliente
0.09
mcomisiones_mantenimiento
0.07
Master_msaldototal
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
0.99
Master_mpagominimo
0.94
Master_mconsumospesos
0.85
Master_mconsumototal
0.85
mtarjeta_master_consumo
0.85
mtransferencias_emitidas
0.67
Visa_mpagominimo
0.37
ctransferencias_emitidas
0.36
Visa_msaldopesos
0.33
Visa_msaldototal
0.32
ctrx_quarter
0.24
ctarjeta_master_transacciones
0.21
mprestamos_personales
0.20
mcuenta_corriente
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.78
Master_Finiciomora
0.36
cprestamos_personales
0.34
Master_msaldodolares
0.28
Master_mconsumosdolares
0.28
catm_trx_other
0.25
Master_delinquency
0.23
tmobile_app
0.21
Master_status
0.19
ctarjeta_master_debitos_automaticos
0.18
Visa_Finiciomora
0.17
ccuenta_debitos_automaticos
0.17
cplazo_fijo
0.16
minversion1_dolares
0.16
MOST FREQUENT VALUES
0.0
429
79.0%
1404.0
1
0.2%
716391.9
1
0.2%
5856.58
1
0.2%
257776.33
1
0.2%
234.0
1
0.2%
1585.44
1
0.2%
-456.3
1
0.2%
2608.29
1
0.2%
2109.43
1
0.2%
18263.72
1
0.2%
92.88
1
0.2%
310.05
1
0.2%
3946.12
1
0.2%
-9.94
1
0.2%
SMALLEST VALUES
-2619.33
1
0.2%
-1861.35
1
0.2%
-983.08
1
0.2%
-931.43
1
0.2%
-736.24
1
0.2%
-606.58
1
0.2%
-541.12
1
0.2%
-502.59
1
0.2%
-456.3
1
0.2%
-324.2
1
0.2%
-287.63
1
0.2%
-243.04
1
0.2%
-219.62
1
0.2%
-195.01
1
0.2%
-193.22
1
0.2%
LARGEST VALUES
716391.9
1
0.2%
436048.32
1
0.2%
257776.33
1
0.2%
164552.28
1
0.2%
152458.94
1
0.2%
74612.76
1
0.2%
71514.82
1
0.2%
52572.53
1
0.2%
34210.2
1
0.2%
33885.03
1
0.2%
32206.27
1
0.2%
31025.27
1
0.2%
20180.33
1
0.2%
18263.72
1
0.2%
16797.66
1
0.2%
Master_msaldopesos
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
0.99
Master_mpagominimo
0.92
Master_mconsumospesos
0.84
Master_mconsumototal
0.84
mtarjeta_master_consumo
0.84
mtransferencias_emitidas
0.69
Visa_mpagominimo
0.38
ctransferencias_emitidas
0.37
Visa_msaldopesos
0.34
Visa_msaldototal
0.33
ctrx_quarter
0.23
mprestamos_personales
0.20
mcuenta_corriente
-0.20
ctarjeta_master_transacciones
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.81
Master_Finiciomora
0.37
cprestamos_personales
0.35
catm_trx_other
0.26
Master_delinquency
0.24
tmobile_app
0.22
Master_status
0.20
Visa_Finiciomora
0.18
ccuenta_debitos_automaticos
0.17
cplazo_fijo
0.17
minversion1_dolares
0.17
ctarjeta_master_debitos_automaticos
0.16
Visa_status
0.15
Visa_delinquency
0.14
MOST FREQUENT VALUES
0.0
430
79.2%
20180.33
1
0.2%
33885.03
1
0.2%
5856.58
1
0.2%
108789.36
1
0.2%
234.0
1
0.2%
1585.44
1
0.2%
-456.3
1
0.2%
2608.29
1
0.2%
2109.43
1
0.2%
18263.72
1
0.2%
92.88
1
0.2%
310.05
1
0.2%
3946.12
1
0.2%
1404.0
1
0.2%
SMALLEST VALUES
-2619.33
1
0.2%
-1861.35
1
0.2%
-983.08
1
0.2%
-931.43
1
0.2%
-736.24
1
0.2%
-541.12
1
0.2%
-502.59
1
0.2%
-456.3
1
0.2%
-324.2
1
0.2%
-287.63
1
0.2%
-243.04
1
0.2%
-219.62
1
0.2%
-195.01
1
0.2%
-193.22
1
0.2%
-157.63
1
0.2%
LARGEST VALUES
716391.9
1
0.2%
436048.32
1
0.2%
164552.28
1
0.2%
152458.94
1
0.2%
108789.36
1
0.2%
74612.76
1
0.2%
71514.82
1
0.2%
52572.53
1
0.2%
34210.2
1
0.2%
33885.03
1
0.2%
32206.27
1
0.2%
31025.27
1
0.2%
20180.33
1
0.2%
18263.72
1
0.2%
16271.82
1
0.2%
Master_msaldodolares
MISSING:
165
(23%)
TOP CATEGORIES
0.0
538
>99%
1523.78
1
<1%
-606.58
1
<1%
4578.71
1
<1%
525.84
1
<1%
148986.96
1
<1%
ALL
543
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_msaldodolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_msaldodolares:
Master_mconsumosdolares
0.80
Master_mpagado
0.40
Master_mpagosdolares
0.40
cproductos
0.25
Visa_fultimo_cierre
0.22
ctarjeta_debito
0.21
Visa_Finiciomora
0.20
Master_fultimo_cierre
0.18
Master_Finiciomora
0.16
cprestamos_personales
0.16
cplazo_fijo
0.15
tcallcenter
0.14
Master_delinquency
0.13
Visa_delinquency
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_msaldodolares
CORRELATION RATIO WITH...
Master_cconsumos
0.74
ctarjeta_master_transacciones
0.54
Visa_cconsumos
0.29
Master_msaldototal
0.28
Master_mpagominimo
0.28
matm
0.26
mextraccion_autoservicio
0.26
catm_trx
0.22
mtarjeta_master_consumo
0.21
cextraccion_autoservicio
0.21
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
chomebanking_transacciones
0.19
ctransferencias_emitidas
0.18
Master_mconsumospesos
MISSING:
609
(86%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumototal
1.00
mtarjeta_master_consumo
0.98
mtransferencias_emitidas
0.88
Master_msaldototal
0.85
Master_msaldopesos
0.84
Master_mpagominimo
0.66
ctransferencias_emitidas
0.56
Visa_mpagospesos
-0.33
cextraccion_autoservicio
0.30
ctrx_quarter
0.27
catm_trx
0.21
Visa_mfinanciacion_limite
0.21
Visa_mlimitecompra
0.21
Master_mfinanciacion_limite
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.95
catm_trx_other
0.31
tmobile_app
0.22
Master_msaldodolares
0.21
Master_mconsumosdolares
0.21
cplazo_fijo
0.21
ccuenta_debitos_automaticos
0.20
minversion1_dolares
0.20
tcallcenter
0.15
ctarjeta_master_debitos_automaticos
0.12
ccajas_transacciones
0.12
cproductos
0.11
Master_mpagosdolares
0.10
cinversion1
0.09
MOST FREQUENT VALUES
0.0
52
52.5%
708.01
2
2.0%
234.0
2
2.0%
8487.94
1
1.0%
6556.04
1
1.0%
26903.07
1
1.0%
3418.96
1
1.0%
10340.57
1
1.0%
1404.0
1
1.0%
-930.15
1
1.0%
91.28
1
1.0%
1890.0
1
1.0%
157189.58
1
1.0%
715638.69
1
1.0%
16908.23
1
1.0%
SMALLEST VALUES
-930.15
1
1.0%
0.0
52
52.5%
31.39
1
1.0%
91.28
1
1.0%
106.1
1
1.0%
234.0
2
2.0%
397.8
1
1.0%
516.14
1
1.0%
520.65
1
1.0%
708.01
2
2.0%
708.03
1
1.0%
871.65
1
1.0%
877.5
1
1.0%
925.47
1
1.0%
1103.12
1
1.0%
LARGEST VALUES
715638.69
1
1.0%
157189.58
1
1.0%
148988.74
1
1.0%
74612.76
1
1.0%
62799.63
1
1.0%
26903.07
1
1.0%
23140.85
1
1.0%
20262.23
1
1.0%
16908.23
1
1.0%
13736.75
1
1.0%
10340.57
1
1.0%
8487.94
1
1.0%
6556.04
1
1.0%
6385.6
1
1.0%
4871.22
1
1.0%
Master_mconsumosdolares
MISSING:
609
(86%)
TOP CATEGORIES
0.0
95
96%
19.74
1
1%
58.47
1
1%
6.71
1
1%
1883.93
1
1%
ALL
99
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_mconsumosdolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_mconsumosdolares:
Master_msaldodolares
1.00
Master_mpagado
0.50
Master_mpagosdolares
0.50
cproductos
0.28
Visa_Finiciomora
0.25
Visa_fultimo_cierre
0.22
Master_Finiciomora
0.20
cplazo_fijo
0.19
cprestamos_personales
0.19
tcallcenter
0.17
Master_delinquency
0.17
Master_fultimo_cierre
0.16
ctarjeta_debito
0.14
Visa_delinquency
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
CORRELATION RATIO WITH...
Master_cconsumos
0.74
ctarjeta_master_transacciones
0.54
Visa_cconsumos
0.29
Master_msaldototal
0.28
Master_mpagominimo
0.28
matm
0.26
mextraccion_autoservicio
0.26
catm_trx
0.22
mtarjeta_master_consumo
0.21
cextraccion_autoservicio
0.21
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
ctransferencias_emitidas
0.18
chomebanking_transacciones
0.18
Master_mlimitecompra
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mfinanciacion_limite
1.00
Visa_mlimitecompra
0.89
Visa_mfinanciacion_limite
0.89
mpagomiscuentas
0.44
mcuenta_debitos_automaticos
0.43
minversion2
0.40
minversion1_pesos
0.36
mcomisiones_otras
0.35
mcomisiones
0.35
Master_mpagospesos
-0.33
mttarjeta_master_debitos_automaticos
0.26
mttarjeta_visa_debitos_automaticos
0.25
mcaja_ahorro_dolares
0.25
mtransferencias_recibidas
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.42
minversion1_dolares
0.41
cproductos
0.39
Master_fultimo_cierre
0.38
ctarjeta_master
0.28
Visa_fultimo_cierre
0.26
ctarjeta_master_debitos_automaticos
0.24
mforex_sell
0.23
Master_mpagosdolares
0.23
ctarjeta_visa
0.22
cinversion1
0.19
Master_status
0.17
thomebanking
0.16
cinversion2
0.15
MOST FREQUENT VALUES
70200.0
66
12.2%
280800.0
65
12.0%
196560.0
57
10.5%
98280.0
43
7.9%
140400.0
38
7.0%
84240.0
27
5.0%
224640.0
26
4.8%
112320.0
26
4.8%
491309.79
25
4.6%
56160.0
19
3.5%
786240.0
18
3.3%
336960.0
12
2.2%
35100.0
11
2.0%
393120.0
11
2.0%
561600.0
10
1.8%
SMALLEST VALUES
1965.6
1
0.2%
6633.9
1
0.2%
10530.0
1
0.2%
17550.0
1
0.2%
21060.0
1
0.2%
24570.0
2
0.4%
28080.0
6
1.1%
35100.0
11
2.0%
42120.0
3
0.6%
49140.0
10
1.8%
56160.0
19
3.5%
70200.0
66
12.2%
84240.0
27
5.0%
98280.0
43
7.9%
112320.0
26
4.8%
LARGEST VALUES
4078521.72
1
0.2%
3486053.37
1
0.2%
2913229.8
1
0.2%
2324035.58
1
0.2%
1551513.6
3
0.6%
1259651.25
6
1.1%
1256112.0
2
0.4%
1246298.62
1
0.2%
1127364.96
1
0.2%
1124197.4
2
0.4%
1108224.0
5
0.9%
966312.82
1
0.2%
805260.69
5
0.9%
802998.14
1
0.2%
793022.37
1
0.2%
Master_madelantopesos
MISSING:
609
(86%)
TOP CATEGORIES
0.0
99
100%
ALL
99
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantopesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantopesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantopesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_madelantodolares
MISSING:
609
(86%)
TOP CATEGORIES
0.0
99
100%
ALL
99
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantodolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantodolares:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_fultimo_cierre
MISSING:
165
(23%)
TOP CATEGORIES
3.0
399
73%
10.0
103
19%
24.0
28
5%
17.0
10
2%
4728.0
1
<1%
549.0
1
<1%
31.0
1
<1%
ALL
543
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_fultimo_cierre
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_fultimo_cierre:
ctarjeta_master
0.41
Visa_fultimo_cierre
0.27
cproductos
0.19
ctarjeta_visa
0.15
mdescubierto_preacordado
0.07
cprestamos_personales
0.04
Master_mpagado
0.03
mforex_sell
0.02
ccuenta_debitos_automaticos
0.02
cforex
0.02
ctarjeta_master_debitos_automaticos
0.02
cforex_sell
0.02
ctarjeta_debito
0.02
internet
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
CORRELATION RATIO WITH...
Master_Fvencimiento
0.75
Master_fechaalta
0.61
Visa_fechaalta
0.42
Master_mlimitecompra
0.38
Master_mfinanciacion_limite
0.38
Visa_mlimitecompra
0.32
Visa_mfinanciacion_limite
0.32
cliente_antiguedad
0.28
numero_de_cliente
0.21
ctarjeta_visa_debitos_automaticos
0.18
ctarjeta_visa_transacciones
0.17
cliente_edad
0.16
Visa_cconsumos
0.16
mcaja_ahorro_dolares
0.15
Master_mpagado
MISSING:
165
(23%)
TOP CATEGORIES
0.0
534
98%
1872.0
1
<1%
6385.6
1
<1%
3088.76
1
<1%
16797.66
1
<1%
1404.0
1
<1%
3946.12
1
<1%
146.25
1
<1%
2340.0
1
<1%
1567.39
1
<1%
ALL
543
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_mpagado
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_mpagado:
Master_fultimo_cierre
0.38
Visa_fultimo_cierre
0.31
cproductos
0.30
Master_msaldodolares
0.22
Master_mconsumosdolares
0.22
Master_mpagosdolares
0.22
ccajas_consultas
0.17
mforex_sell
0.17
cforex
0.15
cforex_sell
0.15
cplazo_fijo
0.14
ccuenta_debitos_automaticos
0.12
ctarjeta_master_debitos_automaticos
0.12
Visa_Finiciomora
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
CORRELATION RATIO WITH...
Master_cconsumos
0.74
Visa_mpagado
0.65
ctarjeta_visa_transacciones
0.57
ctarjeta_master_transacciones
0.54
chomebanking_transacciones
0.44
ctarjeta_visa_debitos_automaticos
0.37
ctransferencias_emitidas
0.27
mtarjeta_visa_consumo
0.27
matm
0.26
mextraccion_autoservicio
0.26
Visa_mpagospesos
0.24
ctrx_quarter
0.24
catm_trx
0.22
mttarjeta_visa_debitos_automaticos
0.21
Master_mpagospesos
MISSING:
609
(86%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_master_debitos_automaticos
-0.64
mcomisiones
-0.58
mcomisiones_otras
-0.57
mcuentas_saldo
-0.43
mrentabilidad
-0.41
mcaja_ahorro_dolares
-0.40
mrentabilidad_annual
-0.39
Master_mfinanciacion_limite
-0.33
Master_mlimitecompra
-0.33
ctransferencias_recibidas
-0.31
Master_cconsumos
-0.30
ctrx_quarter
-0.30
mtransferencias_recibidas
-0.29
mcaja_ahorro
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.64
Master_mpagosdolares
0.62
ccheques_emitidos
0.27
mcheques_emitidos
0.27
ccheques_depositados
0.27
cseguro_auto
0.27
ccheques_depositados_rechazados
0.27
mcheques_depositados_rechazados
0.27
ccajas_depositos
0.16
cproductos
0.14
Master_msaldodolares
0.14
Master_mconsumosdolares
0.14
Master_mpagado
0.13
ctarjeta_debito
0.12
MOST FREQUENT VALUES
0.0
15
15.2%
-355.21
2
2.0%
-1434.36
1
1.0%
-19.24
1
1.0%
-1277.18
1
1.0%
-5850.0
1
1.0%
-753.21
1
1.0%
-6509.88
1
1.0%
-10476.15
1
1.0%
-234.0
1
1.0%
-386.1
1
1.0%
-12470.53
1
1.0%
-7821.23
1
1.0%
-39622.36
1
1.0%
-652.86
1
1.0%
SMALLEST VALUES
-78014.92
1
1.0%
-76274.56
1
1.0%
-39622.36
1
1.0%
-38940.39
1
1.0%
-36412.85
1
1.0%
-35111.58
1
1.0%
-17586.55
1
1.0%
-17472.07
1
1.0%
-15513.28
1
1.0%
-15238.18
1
1.0%
-15141.01
1
1.0%
-14531.4
1
1.0%
-12470.53
1
1.0%
-11377.82
1
1.0%
-10476.15
1
1.0%
LARGEST VALUES
0.0
15
15.2%
-13.81
1
1.0%
-19.24
1
1.0%
-23.4
1
1.0%
-86.2
1
1.0%
-106.1
1
1.0%
-117.59
1
1.0%
-132.85
1
1.0%
-135.22
1
1.0%
-185.76
1
1.0%
-234.0
1
1.0%
-240.56
1
1.0%
-259.55
1
1.0%
-355.21
2
2.0%
-379.26
1
1.0%
Master_mpagosdolares
MISSING:
609
(86%)
TOP CATEGORIES
0.0
95
96%
17.85
1
1%
115.91
1
1%
6.91
1
1%
7.07
1
1%
ALL
99
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_mpagosdolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_mpagosdolares:
Master_mpagado
0.50
Master_msaldodolares
0.50
Master_mconsumosdolares
0.50
cproductos
0.28
Visa_fultimo_cierre
0.25
Visa_Finiciomora
0.25
ctarjeta_debito
0.22
Master_fultimo_cierre
0.21
Master_Finiciomora
0.20
cplazo_fijo
0.19
cprestamos_personales
0.19
Master_delinquency
0.17
ctarjeta_master_debitos_automaticos
0.15
Visa_delinquency
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
CORRELATION RATIO WITH...
mttarjeta_master_debitos_automaticos
0.95
Master_cconsumos
0.73
Master_mpagospesos
0.62
mcaja_ahorro_dolares
0.60
mcomisiones
0.58
mcomisiones_otras
0.58
ctarjeta_master_transacciones
0.54
mcuentas_saldo
0.36
matm
0.26
mextraccion_autoservicio
0.26
mautoservicio
0.24
Master_mfinanciacion_limite
0.23
Master_mlimitecompra
0.23
catm_trx
0.22
Master_fechaalta
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.76
cliente_antiguedad
0.71
Master_Fvencimiento
0.47
numero_de_cliente
-0.43
Visa_Fvencimiento
0.42
cliente_edad
0.26
Visa_mlimitecompra
0.22
Visa_mfinanciacion_limite
0.22
Master_mpagospesos
0.18
ctarjeta_visa_debitos_automaticos
0.17
Master_mlimitecompra
0.15
Master_mfinanciacion_limite
0.15
mrentabilidad_annual
0.09
ccomisiones_otras
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
0.61
ctarjeta_master
0.41
Visa_fultimo_cierre
0.40
cproductos
0.33
ctarjeta_visa
0.25
ccuenta_debitos_automaticos
0.24
mdescubierto_preacordado
0.21
active_quarter
0.17
Master_status
0.16
ctarjeta_debito
0.16
ctarjeta_master_debitos_automaticos
0.15
thomebanking
0.15
mforex_sell
0.13
Master_mpagado
0.13
MOST FREQUENT VALUES
7432.0
5
0.9%
285.0
4
0.7%
346.0
4
0.7%
307.0
3
0.6%
275.0
3
0.6%
450.0
3
0.6%
937.0
3
0.6%
142.0
3
0.6%
7187.0
3
0.6%
1116.0
2
0.4%
261.0
2
0.4%
292.0
2
0.4%
2001.0
2
0.4%
2608.0
2
0.4%
1525.0
2
0.4%
SMALLEST VALUES
10.0
1
0.2%
11.0
1
0.2%
25.0
1
0.2%
41.0
1
0.2%
47.0
1
0.2%
52.0
1
0.2%
59.0
1
0.2%
65.0
1
0.2%
69.0
1
0.2%
75.0
1
0.2%
81.0
1
0.2%
82.0
1
0.2%
86.0
1
0.2%
89.0
1
0.2%
96.0
1
0.2%
LARGEST VALUES
7436.0
1
0.2%
7432.0
5
0.9%
7394.0
1
0.2%
7187.0
3
0.6%
7129.0
1
0.2%
7095.0
2
0.4%
6660.0
1
0.2%
6264.0
1
0.2%
6260.0
1
0.2%
6092.0
2
0.4%
6080.0
1
0.2%
6047.0
1
0.2%
5983.0
1
0.2%
5906.0
1
0.2%
5837.0
1
0.2%
Master_mconsumototal
MISSING:
609
(86%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
1.00
mtarjeta_master_consumo
0.98
mtransferencias_emitidas
0.88
Master_msaldototal
0.85
Master_msaldopesos
0.84
Master_mpagominimo
0.66
ctransferencias_emitidas
0.56
Visa_mpagospesos
-0.33
cextraccion_autoservicio
0.30
ctrx_quarter
0.27
catm_trx
0.21
Visa_mfinanciacion_limite
0.21
Visa_mlimitecompra
0.21
Master_mfinanciacion_limite
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.95
catm_trx_other
0.31
tmobile_app
0.22
Master_msaldodolares
0.21
Master_mconsumosdolares
0.21
cplazo_fijo
0.21
ccuenta_debitos_automaticos
0.20
minversion1_dolares
0.20
tcallcenter
0.15
ctarjeta_master_debitos_automaticos
0.12
ccajas_transacciones
0.12
cproductos
0.11
Master_mpagosdolares
0.10
cinversion1
0.09
MOST FREQUENT VALUES
0.0
52
52.5%
708.01
2
2.0%
234.0
2
2.0%
8487.94
1
1.0%
6556.04
1
1.0%
26903.07
1
1.0%
3418.96
1
1.0%
10340.57
1
1.0%
1404.0
1
1.0%
-930.15
1
1.0%
91.28
1
1.0%
1890.0
1
1.0%
157189.58
1
1.0%
715638.69
1
1.0%
16908.23
1
1.0%
SMALLEST VALUES
-930.15
1
1.0%
0.0
52
52.5%
31.39
1
1.0%
91.28
1
1.0%
106.1
1
1.0%
234.0
2
2.0%
397.8
1
1.0%
516.14
1
1.0%
520.65
1
1.0%
708.01
2
2.0%
708.03
1
1.0%
871.65
1
1.0%
877.5
1
1.0%
925.47
1
1.0%
1103.12
1
1.0%
LARGEST VALUES
715638.69
1
1.0%
157189.58
1
1.0%
148988.74
1
1.0%
74612.76
1
1.0%
62799.63
1
1.0%
26903.07
1
1.0%
23140.85
1
1.0%
20262.23
1
1.0%
16908.23
1
1.0%
13736.75
1
1.0%
10340.57
1
1.0%
8487.94
1
1.0%
6556.04
1
1.0%
6385.6
1
1.0%
4871.22
1
1.0%
Master_cconsumos
MISSING:
609
(86%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_master_transacciones
0.75
matm
0.60
mextraccion_autoservicio
0.59
catm_trx
0.38
cextraccion_autoservicio
0.34
ctransferencias_emitidas
0.30
Master_mpagospesos
-0.30
ctrx_quarter
0.28
ccomisiones_otras
0.26
mplazo_fijo_dolares
0.26
Visa_mconsumosdolares
0.22
Master_Fvencimiento
0.22
Visa_Fvencimiento
0.21
chomebanking_transacciones
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.74
Master_msaldodolares
0.74
Master_mconsumosdolares
0.74
Master_mpagosdolares
0.73
ctarjeta_master_debitos_automaticos
0.52
Visa_Finiciomora
0.38
cplazo_fijo
0.36
cproductos
0.27
Master_Finiciomora
0.27
mforex_sell
0.21
Master_delinquency
0.16
tmobile_app
0.15
cprestamos_personales
0.14
ccuenta_debitos_automaticos
0.13
MOST FREQUENT VALUES
0.0
52
52.5%
1.0
21
21.2%
2.0
11
11.1%
3.0
8
8.1%
8.0
1
1.0%
10.0
1
1.0%
5.0
1
1.0%
6.0
1
1.0%
16.0
1
1.0%
4.0
1
1.0%
7.0
1
1.0%
SMALLEST VALUES
0.0
52
52.5%
1.0
21
21.2%
2.0
11
11.1%
3.0
8
8.1%
4.0
1
1.0%
5.0
1
1.0%
6.0
1
1.0%
7.0
1
1.0%
8.0
1
1.0%
10.0
1
1.0%
16.0
1
1.0%
LARGEST VALUES
16.0
1
1.0%
10.0
1
1.0%
8.0
1
1.0%
7.0
1
1.0%
6.0
1
1.0%
5.0
1
1.0%
4.0
1
1.0%
3.0
8
8.1%
2.0
11
11.1%
1.0
21
21.2%
0.0
52
52.5%
Master_cadelantosefectivo
MISSING:
609
(86%)
TOP CATEGORIES
0.0
99
100%
ALL
99
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_cadelantosefectivo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_cadelantosefectivo:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cadelantosefectivo
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_mpagominimo
MISSING:
165
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
0.94
Master_msaldopesos
0.92
mtarjeta_master_consumo
0.68
Master_mconsumospesos
0.66
Master_mconsumototal
0.66
mtransferencias_emitidas
0.55
Visa_mpagominimo
0.50
Visa_msaldopesos
0.34
Visa_msaldototal
0.34
mprestamos_personales
0.31
ctransferencias_emitidas
0.29
mcuenta_corriente
-0.25
ctrx_quarter
0.19
Visa_mpagospesos
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.64
Master_Finiciomora
0.50
cprestamos_personales
0.49
Master_delinquency
0.32
Master_msaldodolares
0.28
Master_mconsumosdolares
0.28
Visa_Finiciomora
0.25
Visa_status
0.24
Master_status
0.23
catm_trx_other
0.21
Visa_delinquency
0.21
internet
0.17
tmobile_app
0.14
cplazo_fijo
0.13
MOST FREQUENT VALUES
0.0
470
86.6%
46.8
5
0.9%
35.1
5
0.9%
70.2
4
0.7%
11.7
4
0.7%
105.3
3
0.6%
257.4
2
0.4%
292.5
2
0.4%
538.2
2
0.4%
1134.9
1
0.2%
105475.5
1
0.2%
936.0
1
0.2%
526.5
1
0.2%
81.9
1
0.2%
1989.0
1
0.2%
SMALLEST VALUES
0.0
470
86.6%
11.7
4
0.7%
35.1
5
0.9%
46.8
5
0.9%
58.5
1
0.2%
70.2
4
0.7%
81.9
1
0.2%
105.3
3
0.6%
117.0
1
0.2%
140.4
1
0.2%
210.6
1
0.2%
245.7
1
0.2%
257.4
2
0.4%
269.1
1
0.2%
292.5
2
0.4%
LARGEST VALUES
259962.3
1
0.2%
242014.5
1
0.2%
105475.5
1
0.2%
70632.9
1
0.2%
33883.2
1
0.2%
19831.5
1
0.2%
17093.7
1
0.2%
9734.4
1
0.2%
8342.1
1
0.2%
8014.5
1
0.2%
6306.3
1
0.2%
3989.7
1
0.2%
2983.5
1
0.2%
2632.5
1
0.2%
2340.0
1
0.2%
Visa_delinquency
MISSING:
113
(16%)
TOP CATEGORIES
0.0
583
98%
1.0
12
2%
ALL
595
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_delinquency
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_delinquency:
Visa_Finiciomora
1.00
internet
0.57
cproductos
0.20
cprestamos_personales
0.18
Master_Finiciomora
0.09
ctarjeta_debito
0.08
Master_delinquency
0.08
Master_mpagado
0.07
Master_msaldodolares
0.07
Master_mconsumosdolares
0.07
Master_mpagosdolares
0.07
cliente_vip
0.07
ccomisiones_mantenimiento
0.05
Visa_status
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
CORRELATION RATIO WITH...
Master_mpagominimo
0.21
Visa_mpagominimo
0.20
mprestamos_personales
0.16
Master_msaldopesos
0.14
mcuenta_corriente
0.14
chomebanking_transacciones
0.14
Master_msaldototal
0.14
Visa_msaldopesos
0.14
Visa_msaldototal
0.13
Master_cconsumos
0.11
ctarjeta_visa_debitos_automaticos
0.11
Visa_fechaalta
0.10
mrentabilidad_annual
0.09
ctarjeta_master_transacciones
0.08
Visa_status
MISSING:
113
(16%)
TOP CATEGORIES
0.0
580
97%
9.0
14
2%
7.0
1
<1%
ALL
595
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_status
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_status:
Master_status
0.62
ctarjeta_visa
0.35
ctarjeta_master
0.21
cproductos
0.20
tcallcenter
0.09
Master_fultimo_cierre
0.07
ccajas_consultas
0.07
active_quarter
0.06
Visa_fultimo_cierre
0.05
ctarjeta_debito
0.05
ccajas_transacciones
0.05
Visa_Finiciomora
0.05
cprestamos_personales
0.04
mdescubierto_preacordado
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
CORRELATION RATIO WITH...
Visa_mpagominimo
0.32
ccallcenter_transacciones
0.24
Master_mpagominimo
0.24
minversion1_pesos
0.22
Visa_msaldopesos
0.19
Visa_msaldototal
0.19
Master_msaldopesos
0.15
Master_msaldototal
0.15
Master_fechaalta
0.13
mcuenta_corriente
0.10
Visa_fechaalta
0.09
mprestamos_personales
0.08
cliente_antiguedad
0.07
numero_de_cliente
0.07
Visa_mfinanciacion_limite
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mlimitecompra
1.00
Master_mlimitecompra
0.89
Master_mfinanciacion_limite
0.89
mcuenta_debitos_automaticos
0.44
mpagomiscuentas
0.44
minversion2
0.42
mcomisiones_otras
0.28
mcomisiones
0.28
mtarjeta_visa_consumo
0.23
mttarjeta_visa_debitos_automaticos
0.23
mtransferencias_recibidas
0.23
Visa_mconsumosdolares
0.23
chomebanking_transacciones
0.22
Master_fechaalta
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.43
minversion1_dolares
0.43
cproductos
0.42
Visa_fultimo_cierre
0.33
ctarjeta_visa
0.33
Master_fultimo_cierre
0.32
cinversion1
0.21
ctarjeta_master_debitos_automaticos
0.21
ctarjeta_master
0.21
thomebanking
0.20
ctarjeta_debito
0.17
cinversion2
0.17
Master_status
0.16
ccaja_seguridad
0.14
MOST FREQUENT VALUES
176904.0
72
12.1%
63180.0
69
11.6%
252720.0
69
11.6%
126360.0
58
9.7%
88452.0
45
7.6%
202176.0
37
6.2%
101088.0
32
5.4%
75816.0
23
3.9%
303264.0
21
3.5%
151632.0
18
3.0%
442114.68
17
2.9%
50544.0
17
2.9%
505440.0
15
2.5%
353808.0
9
1.5%
1396362.24
8
1.3%
SMALLEST VALUES
18954.0
1
0.2%
25272.0
5
0.8%
31590.0
2
0.3%
37908.0
1
0.2%
44226.0
3
0.5%
50544.0
17
2.9%
63180.0
69
11.6%
75816.0
23
3.9%
88452.0
45
7.6%
101088.0
32
5.4%
126360.0
58
9.7%
151632.0
18
3.0%
176904.0
72
12.1%
202176.0
37
6.2%
252720.0
69
11.6%
LARGEST VALUES
3670669.54
1
0.2%
2621906.82
1
0.2%
1660538.88
1
0.2%
1396362.24
8
1.3%
1133686.12
4
0.7%
1130500.8
6
1.0%
1116456.41
1
0.2%
1014591.82
1
0.2%
1011741.12
2
0.3%
997401.6
4
0.7%
886579.2
1
0.2%
869663.22
1
0.2%
867219.72
1
0.2%
797921.28
1
0.2%
724734.62
6
1.0%
Visa_Fvencimiento
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_Fvencimiento
0.42
Master_fechaalta
0.42
Master_cconsumos
0.21
Visa_mpagospesos
0.19
Master_mfinanciacion_limite
0.18
Master_mlimitecompra
0.18
mrentabilidad_annual
0.16
ctarjeta_visa_transacciones
-0.14
Master_mconsumospesos
0.13
Master_mconsumototal
0.13
mactivos_margen
0.11
Visa_mfinanciacion_limite
-0.08
Master_msaldototal
0.08
mcuenta_corriente
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.58
ccaja_ahorro
0.18
Master_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.06
cproductos
0.05
ccomisiones_mantenimiento
0.04
Visa_fultimo_cierre
0.04
thomebanking
0.03
cmobile_app_trx
0.03
ccuenta_debitos_automaticos
0.02
active_quarter
0.02
mdescubierto_preacordado
0.01
cprestamos_personales
0.01
MOST FREQUENT VALUES
-1764.0
23
3.9%
-1886.0
22
3.7%
-1825.0
20
3.4%
-1794.0
19
3.2%
-1855.0
19
3.2%
-1945.0
17
2.9%
-1976.0
16
2.7%
-2067.0
16
2.7%
-1307.0
15
2.5%
-1460.0
14
2.4%
-1917.0
14
2.4%
-1733.0
14
2.4%
-1672.0
13
2.2%
-1246.0
12
2.0%
-1702.0
11
1.8%
SMALLEST VALUES
-2914329.0
1
0.2%
-2220.0
2
0.3%
-2190.0
6
1.0%
-2159.0
7
1.2%
-2129.0
7
1.2%
-2098.0
6
1.0%
-2067.0
16
2.7%
-2037.0
8
1.3%
-2006.0
8
1.3%
-1976.0
16
2.7%
-1945.0
17
2.9%
-1917.0
14
2.4%
-1886.0
22
3.7%
-1855.0
19
3.2%
-1825.0
20
3.4%
LARGEST VALUES
215.0
1
0.2%
-60.0
3
0.5%
-91.0
3
0.5%
-119.0
3
0.5%
-150.0
1
0.2%
-180.0
8
1.3%
-211.0
2
0.3%
-241.0
3
0.5%
-272.0
3
0.5%
-303.0
4
0.7%
-333.0
5
0.8%
-364.0
2
0.3%
-394.0
5
0.8%
-425.0
5
0.8%
-456.0
2
0.3%
Visa_Finiciomora
MISSING:
696
(98%)
TOP CATEGORIES
19.0
8
67%
27.0
3
25%
13.0
1
8%
ALL
12
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_Finiciomora
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_Finiciomora:
Visa_delinquency
0.86
internet
0.51
cprestamos_personales
0.23
cproductos
0.20
Visa_fultimo_cierre
0.17
Master_Finiciomora
0.13
Master_mpagado
0.11
Master_msaldodolares
0.11
Master_mconsumosdolares
0.11
Master_mpagosdolares
0.11
Master_delinquency
0.10
ctarjeta_debito
0.09
Master_fultimo_cierre
0.09
cliente_vip
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_Finiciomora
CORRELATION RATIO WITH...
Master_cconsumos
0.38
ctarjeta_master_transacciones
0.32
Master_mpagominimo
0.25
Visa_mpagominimo
0.24
mprestamos_personales
0.19
chomebanking_transacciones
0.18
Master_msaldopesos
0.18
Master_msaldototal
0.17
Visa_msaldopesos
0.17
Visa_msaldototal
0.17
mcuenta_corriente
0.16
ctarjeta_visa_debitos_automaticos
0.12
cliente_antiguedad
0.12
Visa_fechaalta
0.12
Visa_msaldototal
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
1.00
mtarjeta_visa_consumo
0.79
Visa_mpagominimo
0.76
Visa_mconsumospesos
0.61
Visa_mconsumototal
0.61
Visa_mconsumosdolares
0.57
ctarjeta_visa_transacciones
0.50
ctrx_quarter
0.37
Visa_mpagospesos
-0.37
ctarjeta_master_transacciones
0.36
Visa_cconsumos
0.36
Master_mpagominimo
0.34
Master_msaldopesos
0.33
ctarjeta_visa_debitos_automaticos
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.33
cprestamos_personales
0.26
ccheques_depositados
0.25
ccheques_emitidos
0.25
mcheques_emitidos
0.25
cproductos
0.24
Master_status
0.22
Master_Finiciomora
0.22
cseguro_vida
0.21
tmobile_app
0.19
ccuenta_debitos_automaticos
0.19
Visa_status
0.19
Master_mpagado
0.19
Visa_Finiciomora
0.17
MOST FREQUENT VALUES
0.0
254
42.7%
449.45
2
0.3%
747.41
2
0.3%
1740.34
1
0.2%
1823.74
1
0.2%
393.74
1
0.2%
422.75
1
0.2%
9891.75
1
0.2%
320.0
1
0.2%
7239.61
1
0.2%
2727.49
1
0.2%
2687.34
1
0.2%
12841.94
1
0.2%
17855.18
1
0.2%
73862.42
1
0.2%
SMALLEST VALUES
-12085.38
1
0.2%
-10500.0
1
0.2%
-5348.11
1
0.2%
-3883.95
1
0.2%
-3353.84
1
0.2%
-3248.86
1
0.2%
-2760.11
1
0.2%
-2497.65
1
0.2%
-2217.79
1
0.2%
-1636.8
1
0.2%
-1550.5
1
0.2%
-1231.65
1
0.2%
-1010.07
1
0.2%
-782.16
1
0.2%
-695.31
1
0.2%
LARGEST VALUES
412346.08
1
0.2%
347432.43
1
0.2%
312118.58
1
0.2%
256991.21
1
0.2%
188826.03
1
0.2%
119319.02
1
0.2%
111797.67
1
0.2%
107381.0
1
0.2%
99667.55
1
0.2%
89627.5
1
0.2%
83731.7
1
0.2%
76729.16
1
0.2%
73862.42
1
0.2%
70294.3
1
0.2%
65191.84
1
0.2%
Visa_msaldopesos
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
1.00
mtarjeta_visa_consumo
0.79
Visa_mpagominimo
0.76
Visa_mconsumospesos
0.60
Visa_mconsumototal
0.60
Visa_mconsumosdolares
0.55
ctarjeta_visa_transacciones
0.50
ctrx_quarter
0.38
ctarjeta_master_transacciones
0.37
Visa_cconsumos
0.36
Visa_mpagospesos
-0.36
Master_mpagominimo
0.34
Master_msaldopesos
0.34
ctarjeta_visa_debitos_automaticos
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.33
cprestamos_personales
0.26
ccheques_depositados
0.25
ccheques_emitidos
0.25
mcheques_emitidos
0.25
cproductos
0.24
Master_status
0.22
Master_Finiciomora
0.22
cseguro_vida
0.21
ccuenta_debitos_automaticos
0.19
tmobile_app
0.19
Visa_status
0.19
Master_mpagado
0.19
Visa_Finiciomora
0.17
MOST FREQUENT VALUES
0.0
259
43.5%
874.46
2
0.3%
525.85
2
0.3%
-58.5
2
0.3%
8470.34
1
0.2%
25349.96
1
0.2%
2133.77
1
0.2%
460.67
1
0.2%
494.61
1
0.2%
11573.34
1
0.2%
374.4
1
0.2%
3442.79
1
0.2%
3191.16
1
0.2%
20890.56
1
0.2%
14933.71
1
0.2%
SMALLEST VALUES
-14139.89
1
0.2%
-12285.0
1
0.2%
-6257.28
1
0.2%
-4544.22
1
0.2%
-3801.16
1
0.2%
-3229.32
1
0.2%
-2922.25
1
0.2%
-2594.81
1
0.2%
-1915.05
1
0.2%
-1814.08
1
0.2%
-915.12
1
0.2%
-813.51
1
0.2%
-677.87
1
0.2%
-239.85
1
0.2%
-145.89
1
0.2%
LARGEST VALUES
482073.89
1
0.2%
401504.38
1
0.2%
362338.56
1
0.2%
300679.71
1
0.2%
217221.7
1
0.2%
139603.25
1
0.2%
129342.54
1
0.2%
125635.77
1
0.2%
116519.42
1
0.2%
104864.17
1
0.2%
86145.89
1
0.2%
82244.33
1
0.2%
76274.45
1
0.2%
76207.1
1
0.2%
72612.18
1
0.2%
Visa_msaldodolares
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.42
Visa_msaldototal
0.21
Visa_mconsumospesos
0.20
Visa_mconsumototal
0.20
mtarjeta_visa_consumo
0.19
Visa_mpagospesos
-0.19
Visa_mpagominimo
0.17
Visa_msaldopesos
0.15
ccallcenter_transacciones
0.15
Visa_mpagosdolares
0.13
ctarjeta_visa_transacciones
0.08
Visa_cconsumos
0.08
ctarjeta_visa_debitos_automaticos
0.08
Visa_mpagado
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.09
tcallcenter
0.07
ccuenta_debitos_automaticos
0.07
ccheques_depositados
0.07
ccheques_emitidos
0.07
mcheques_emitidos
0.07
ccomisiones_mantenimiento
0.05
thomebanking
0.05
catm_trx_other
0.05
cpayroll_trx
0.04
tmobile_app
0.04
cseguro_vida
0.04
Master_fultimo_cierre
0.04
Visa_fultimo_cierre
0.04
MOST FREQUENT VALUES
0.0
552
92.8%
91.61
4
0.7%
90.68
3
0.5%
90.42
2
0.3%
-1441.03
1
0.2%
-707.22
1
0.2%
273.9
1
0.2%
181.78
1
0.2%
545.07
1
0.2%
783.8
1
0.2%
-1181.78
1
0.2%
0.91
1
0.2%
45805.5
1
0.2%
273.13
1
0.2%
3645.0
1
0.2%
SMALLEST VALUES
-9071.31
1
0.2%
-1441.03
1
0.2%
-1181.78
1
0.2%
-712.72
1
0.2%
-707.22
1
0.2%
-691.65
1
0.2%
-357.28
1
0.2%
-42.01
1
0.2%
-1.82
1
0.2%
0.0
552
92.8%
0.91
1
0.2%
3.66
1
0.2%
90.42
2
0.3%
90.68
3
0.5%
91.35
1
0.2%
LARGEST VALUES
45805.5
1
0.2%
22258.72
1
0.2%
13566.0
1
0.2%
5561.7
1
0.2%
4991.55
1
0.2%
4108.74
1
0.2%
3704.74
1
0.2%
3645.0
1
0.2%
2840.17
1
0.2%
2377.29
1
0.2%
1921.99
1
0.2%
1460.73
1
0.2%
783.8
1
0.2%
545.07
1
0.2%
371.01
1
0.2%
Visa_mconsumospesos
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumototal
1.00
mtarjeta_visa_consumo
0.88
Visa_msaldototal
0.61
Visa_msaldopesos
0.60
Visa_cconsumos
0.40
Visa_mpagospesos
-0.36
mcomisiones
0.33
mcomisiones_otras
0.33
ctarjeta_visa_transacciones
0.31
mcheques_depositados
0.30
mttarjeta_visa_debitos_automaticos
0.27
ctarjeta_visa_debitos_automaticos
0.25
matm_other
0.21
Visa_msaldodolares
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
0.38
ccheques_depositados
0.37
ccheques_emitidos
0.37
mcheques_emitidos
0.37
cproductos
0.29
ccuenta_debitos_automaticos
0.24
catm_trx_other
0.16
ccaja_seguridad
0.15
Master_fultimo_cierre
0.14
Visa_fultimo_cierre
0.13
thomebanking
0.12
cseguro_auto
0.11
tpaquete1
0.11
active_quarter
0.11
MOST FREQUENT VALUES
0.0
74
22.1%
861.54
3
0.9%
520.65
3
0.9%
552.34
2
0.6%
90.69
2
0.6%
3123.81
1
0.3%
7984.89
1
0.3%
374.4
1
0.3%
4051.37
1
0.3%
979.87
1
0.3%
2036.19
1
0.3%
71633.82
1
0.3%
3106.89
1
0.3%
456.11
1
0.3%
286.56
1
0.3%
SMALLEST VALUES
-888.61
1
0.3%
-280.95
1
0.3%
-220.33
1
0.3%
-24.59
1
0.3%
-17.18
1
0.3%
-6.37
1
0.3%
-4.59
1
0.3%
-3.68
1
0.3%
0.0
74
22.1%
31.39
1
0.3%
31.9
1
0.3%
52.27
1
0.3%
61.58
1
0.3%
76.64
1
0.3%
90.44
1
0.3%
LARGEST VALUES
381498.79
1
0.3%
180844.84
1
0.3%
102022.15
1
0.3%
71730.81
1
0.3%
71633.82
1
0.3%
60714.37
1
0.3%
60394.37
1
0.3%
52149.69
1
0.3%
47305.45
1
0.3%
46629.1
1
0.3%
46546.88
1
0.3%
44811.0
1
0.3%
42637.01
1
0.3%
42395.27
1
0.3%
40661.92
1
0.3%
Visa_mconsumosdolares
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.57
Visa_msaldopesos
0.55
ctarjeta_master_transacciones
0.46
Visa_msaldodolares
0.42
mtarjeta_visa_consumo
0.42
Visa_mpagominimo
0.37
mcuenta_debitos_automaticos
0.31
mpagomiscuentas
0.30
ccallcenter_transacciones
0.28
minversion2
0.28
ctarjeta_visa_transacciones
0.25
Visa_cconsumos
0.23
Visa_mlimitecompra
0.23
Visa_mfinanciacion_limite
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.31
minversion1_dolares
0.31
ctarjeta_master_debitos_automaticos
0.29
tmobile_app
0.20
cinversion1
0.15
tcallcenter
0.15
cproductos
0.11
ccheques_depositados
0.11
cinversion2
0.11
Master_status
0.09
thomebanking
0.07
catm_trx_other
0.07
ctarjeta_debito
0.06
ccomisiones_mantenimiento
0.06
MOST FREQUENT VALUES
0.0
268
80.0%
1.15
9
2.7%
2.12
3
0.9%
3.7
2
0.6%
5.76
2
0.6%
3.49
2
0.6%
2.32
2
0.6%
3.61
2
0.6%
3.63
2
0.6%
3.73
2
0.6%
7.14
1
0.3%
3.66
1
0.3%
76.83
1
0.3%
2.15
1
0.3%
29.08
1
0.3%
SMALLEST VALUES
0.0
268
80.0%
0.04
1
0.3%
0.98
1
0.3%
1.15
9
2.7%
1.82
1
0.3%
1.83
1
0.3%
2.12
3
0.9%
2.14
1
0.3%
2.15
1
0.3%
2.16
1
0.3%
2.32
2
0.6%
2.72
1
0.3%
3.49
2
0.6%
3.61
2
0.6%
3.63
2
0.6%
LARGEST VALUES
1244.72
1
0.3%
585.0
1
0.3%
490.86
1
0.3%
414.98
1
0.3%
310.91
1
0.3%
171.68
1
0.3%
124.49
1
0.3%
118.14
1
0.3%
87.24
1
0.3%
76.83
1
0.3%
70.18
1
0.3%
63.16
1
0.3%
52.47
1
0.3%
46.68
1
0.3%
44.15
1
0.3%
Visa_mlimitecompra
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mfinanciacion_limite
1.00
Master_mlimitecompra
0.89
Master_mfinanciacion_limite
0.89
mcuenta_debitos_automaticos
0.44
mpagomiscuentas
0.44
minversion2
0.42
mcomisiones_otras
0.28
mcomisiones
0.28
mtarjeta_visa_consumo
0.23
mttarjeta_visa_debitos_automaticos
0.23
mtransferencias_recibidas
0.23
Visa_mconsumosdolares
0.23
chomebanking_transacciones
0.22
Master_fechaalta
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_debitos_automaticos
0.44
minversion1_dolares
0.43
cproductos
0.42
Visa_fultimo_cierre
0.33
ctarjeta_visa
0.33
Master_fultimo_cierre
0.32
cinversion1
0.21
ctarjeta_master
0.21
ctarjeta_master_debitos_automaticos
0.21
thomebanking
0.20
ctarjeta_debito
0.17
cinversion2
0.17
Master_status
0.16
ccaja_seguridad
0.14
MOST FREQUENT VALUES
196560.0
72
12.1%
70200.0
69
11.6%
280800.0
69
11.6%
140400.0
58
9.7%
98280.0
45
7.6%
224640.0
37
6.2%
112320.0
32
5.4%
84240.0
23
3.9%
336960.0
21
3.5%
491309.79
18
3.0%
168480.0
18
3.0%
56160.0
17
2.9%
561600.0
15
2.5%
393120.0
9
1.5%
1551513.6
8
1.3%
SMALLEST VALUES
21060.0
1
0.2%
28080.0
5
0.8%
35100.0
2
0.3%
42120.0
1
0.2%
49140.0
3
0.5%
56160.0
17
2.9%
70200.0
69
11.6%
84240.0
23
3.9%
98280.0
45
7.6%
112320.0
32
5.4%
140400.0
58
9.7%
168480.0
18
3.0%
196560.0
72
12.1%
224640.0
37
6.2%
280800.0
69
11.6%
LARGEST VALUES
4078521.72
1
0.2%
2913229.8
1
0.2%
1845043.2
1
0.2%
1551513.6
8
1.3%
1259651.25
4
0.7%
1256112.0
6
1.0%
1240507.12
1
0.2%
1127364.96
1
0.2%
1124197.4
2
0.3%
1108224.0
4
0.7%
966312.82
1
0.2%
963597.77
1
0.2%
886579.2
2
0.3%
805260.69
6
1.0%
802998.14
4
0.7%
Visa_madelantopesos
MISSING:
373
(53%)
TOP CATEGORIES
0.0
335
100%
ALL
335
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantopesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantopesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantopesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_madelantodolares
MISSING:
373
(53%)
TOP CATEGORIES
0.0
335
100%
ALL
335
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantodolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantodolares:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_fultimo_cierre
MISSING:
113
(16%)
TOP CATEGORIES
3.0
409
69%
10.0
142
24%
24.0
42
7%
94.0
1
<1%
31.0
1
<1%
ALL
595
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_fultimo_cierre
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_fultimo_cierre:
ctarjeta_visa
0.34
Master_fultimo_cierre
0.28
cproductos
0.21
ctarjeta_master
0.17
mdescubierto_preacordado
0.09
Master_mpagado
0.03
internet
0.02
cprestamos_personales
0.02
thomebanking
0.02
mforex_sell
0.02
cforex
0.02
ccuenta_debitos_automaticos
0.02
Visa_Finiciomora
0.02
cforex_sell
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
CORRELATION RATIO WITH...
Visa_fechaalta
0.52
Master_Fvencimiento
0.46
Master_fechaalta
0.40
Visa_mlimitecompra
0.33
Visa_mfinanciacion_limite
0.33
cliente_antiguedad
0.29
Visa_mpagado
0.27
Master_mlimitecompra
0.26
Master_mfinanciacion_limite
0.26
ctarjeta_visa_debitos_automaticos
0.26
numero_de_cliente
0.22
Visa_cconsumos
0.20
ctarjeta_visa_transacciones
0.19
ctrx_quarter
0.17
Visa_mpagado
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_transacciones
0.48
ctarjeta_visa_debitos_automaticos
0.43
mtarjeta_visa_consumo
0.36
mttarjeta_visa_debitos_automaticos
0.35
Visa_msaldototal
0.25
Visa_msaldopesos
0.25
chomebanking_transacciones
0.23
Visa_mconsumospesos
0.20
Visa_mconsumototal
0.20
Visa_mpagospesos
-0.19
Visa_cconsumos
0.18
ctrx_quarter
0.17
ctarjeta_debito_transacciones
0.16
ctransferencias_emitidas
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagado
0.65
mforex_sell
0.37
Visa_fultimo_cierre
0.27
cpayroll_trx
0.22
tmobile_app
0.20
cproductos
0.16
cseguro_vida
0.15
tcallcenter
0.14
cforex
0.14
cforex_sell
0.14
tpaquete4
0.12
cseguro_auto
0.12
cplazo_fijo
0.11
ccajas_consultas
0.11
MOST FREQUENT VALUES
0.0
545
91.6%
31197.85
1
0.2%
17094.84
1
0.2%
2691.0
1
0.2%
3182.4
1
0.2%
23973.3
1
0.2%
6422.56
1
0.2%
7956.0
1
0.2%
139603.25
1
0.2%
15025.06
1
0.2%
3299.4
1
0.2%
494.61
1
0.2%
11798.78
1
0.2%
3442.79
1
0.2%
15919.56
1
0.2%
SMALLEST VALUES
0.0
545
91.6%
81.9
1
0.2%
372.66
1
0.2%
494.61
1
0.2%
557.56
1
0.2%
585.0
1
0.2%
853.33
1
0.2%
889.2
1
0.2%
1258.94
1
0.2%
1920.11
1
0.2%
1943.29
1
0.2%
2340.0
1
0.2%
2407.16
1
0.2%
2691.0
1
0.2%
2726.22
1
0.2%
LARGEST VALUES
139603.25
1
0.2%
121118.4
1
0.2%
99450.0
1
0.2%
92664.0
1
0.2%
72612.18
1
0.2%
54827.9
1
0.2%
44097.3
1
0.2%
37008.27
1
0.2%
31197.85
1
0.2%
30381.6
1
0.2%
26915.37
1
0.2%
23973.3
1
0.2%
22303.54
1
0.2%
18221.07
1
0.2%
17380.99
1
0.2%
Visa_mpagospesos
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
-0.53
ctarjeta_visa_transacciones
-0.53
Visa_mpagosdolares
-0.49
mtarjeta_visa_consumo
-0.48
ctrx_quarter
-0.41
mcheques_depositados
-0.40
mttarjeta_visa_debitos_automaticos
-0.39
Visa_msaldototal
-0.37
Visa_mconsumospesos
-0.36
Visa_mconsumototal
-0.36
Visa_msaldopesos
-0.36
ctarjeta_visa_debitos_automaticos
-0.35
chomebanking_transacciones
-0.34
Master_mconsumospesos
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.41
ccheques_emitidos
0.41
mcheques_emitidos
0.41
Master_mpagado
0.24
mforex_sell
0.23
ccajas_depositos
0.22
catm_trx_other
0.22
thomebanking
0.21
cproductos
0.21
ctarjeta_visa
0.19
ccuenta_debitos_automaticos
0.19
tmobile_app
0.18
cseguro_auto
0.17
ccajas_transacciones
0.17
MOST FREQUENT VALUES
0.0
27
8.1%
-687.84
2
0.6%
-3276.0
2
0.6%
-14040.0
2
0.6%
-17550.0
2
0.6%
-2340.0
2
0.6%
-31531.8
1
0.3%
-498.66
1
0.3%
-4277.75
1
0.3%
-374.4
1
0.3%
-9090.99
1
0.3%
-2316.6
1
0.3%
-278.48
1
0.3%
-35870.56
1
0.3%
-3656.76
1
0.3%
SMALLEST VALUES
-234491.14
1
0.3%
-199613.78
1
0.3%
-119756.54
1
0.3%
-118864.1
1
0.3%
-113299.36
1
0.3%
-107026.69
1
0.3%
-101273.32
1
0.3%
-100628.82
1
0.3%
-90869.46
1
0.3%
-90609.11
1
0.3%
-84931.73
1
0.3%
-78041.66
1
0.3%
-77709.53
1
0.3%
-73861.29
1
0.3%
-66914.85
1
0.3%
LARGEST VALUES
1370.91
1
0.3%
0.0
27
8.1%
-28.19
1
0.3%
-35.1
1
0.3%
-74.09
1
0.3%
-81.9
1
0.3%
-97.07
1
0.3%
-98.42
1
0.3%
-100.3
1
0.3%
-101.39
1
0.3%
-103.82
1
0.3%
-141.02
1
0.3%
-152.8
1
0.3%
-198.9
1
0.3%
-202.46
1
0.3%
Visa_mpagosdolares
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagospesos
-0.49
Master_mconsumospesos
0.19
Master_mconsumototal
0.19
Visa_msaldodolares
0.13
ctrx_quarter
0.07
cliente_edad
-0.06
Visa_mconsumosdolares
0.06
ctarjeta_visa_debitos_automaticos
-0.05
mactivos_margen
0.05
numero_de_cliente
0.04
Visa_cconsumos
0.04
mttarjeta_visa_debitos_automaticos
-0.04
Master_mpagospesos
-0.04
chomebanking_transacciones
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.21
Master_msaldodolares
0.14
Master_mconsumosdolares
0.14
cproductos
0.08
cmobile_app_trx
0.06
thomebanking
0.05
Visa_fultimo_cierre
0.05
Master_fultimo_cierre
0.05
ctarjeta_master
0.03
ctarjeta_master_debitos_automaticos
0.03
active_quarter
0.03
ctarjeta_visa
0.03
ccomisiones_mantenimiento
0.03
ccuenta_debitos_automaticos
0.02
MOST FREQUENT VALUES
0.0
306
91.3%
1.17
3
0.9%
2.34
2
0.6%
2.31
2
0.6%
4.72
1
0.3%
1.15
1
0.3%
364.93
1
0.3%
5.82
1
0.3%
2318.15
1
0.3%
10.03
1
0.3%
3.49
1
0.3%
40.91
1
0.3%
33.14
1
0.3%
21.28
1
0.3%
43.91
1
0.3%
SMALLEST VALUES
0.0
306
91.3%
1.15
1
0.3%
1.17
3
0.9%
2.31
2
0.6%
2.32
1
0.3%
2.34
2
0.6%
2.85
1
0.3%
3.47
1
0.3%
3.49
1
0.3%
4.72
1
0.3%
5.82
1
0.3%
9.53
1
0.3%
10.03
1
0.3%
14.01
1
0.3%
16.35
1
0.3%
LARGEST VALUES
2318.15
1
0.3%
825.04
1
0.3%
364.93
1
0.3%
47.34
1
0.3%
43.91
1
0.3%
43.71
1
0.3%
40.91
1
0.3%
33.14
1
0.3%
23.66
1
0.3%
21.28
1
0.3%
16.84
1
0.3%
16.35
1
0.3%
14.01
1
0.3%
10.03
1
0.3%
9.53
1
0.3%
Visa_fechaalta
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
0.87
Master_fechaalta
0.76
numero_de_cliente
-0.54
cliente_edad
0.36
Master_Fvencimiento
0.33
ctarjeta_visa_debitos_automaticos
0.28
Visa_mlimitecompra
0.21
Visa_mfinanciacion_limite
0.21
Master_mpagospesos
0.16
ccomisiones_otras
0.16
mttarjeta_visa_debitos_automaticos
0.15
ctarjeta_visa_transacciones
0.14
Master_mlimitecompra
0.12
Master_mfinanciacion_limite
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
0.52
Master_fultimo_cierre
0.42
cproductos
0.38
ctarjeta_visa
0.38
ctarjeta_master
0.31
mdescubierto_preacordado
0.23
ccuenta_debitos_automaticos
0.22
active_quarter
0.22
thomebanking
0.19
ctarjeta_debito
0.18
cseguro_vivienda
0.15
cprestamos_personales
0.13
mprestamos_hipotecarios
0.12
Visa_Finiciomora
0.12
MOST FREQUENT VALUES
937.0
3
0.5%
234.0
3
0.5%
1231.0
3
0.5%
1593.0
3
0.5%
348.0
3
0.5%
307.0
3
0.5%
3937.0
3
0.5%
285.0
2
0.3%
5444.0
2
0.3%
394.0
2
0.3%
1321.0
2
0.3%
5848.0
2
0.3%
2166.0
2
0.3%
401.0
2
0.3%
4233.0
2
0.3%
SMALLEST VALUES
10.0
1
0.2%
24.0
1
0.2%
41.0
1
0.2%
47.0
1
0.2%
52.0
1
0.2%
59.0
1
0.2%
69.0
1
0.2%
75.0
1
0.2%
81.0
1
0.2%
82.0
1
0.2%
125.0
1
0.2%
128.0
1
0.2%
132.0
1
0.2%
137.0
1
0.2%
142.0
1
0.2%
LARGEST VALUES
9683.0
1
0.2%
9198.0
1
0.2%
9197.0
1
0.2%
9123.0
1
0.2%
8935.0
1
0.2%
8718.0
1
0.2%
8654.0
1
0.2%
8572.0
1
0.2%
8544.0
1
0.2%
8447.0
1
0.2%
8441.0
1
0.2%
8410.0
1
0.2%
8383.0
1
0.2%
8375.0
1
0.2%
8370.0
1
0.2%
Visa_mconsumototal
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
1.00
mtarjeta_visa_consumo
0.88
Visa_msaldototal
0.61
Visa_msaldopesos
0.60
Visa_cconsumos
0.40
Visa_mpagospesos
-0.36
mcomisiones
0.33
mcomisiones_otras
0.33
ctarjeta_visa_transacciones
0.31
mcheques_depositados
0.30
mttarjeta_visa_debitos_automaticos
0.27
ctarjeta_visa_debitos_automaticos
0.25
matm_other
0.21
Visa_msaldodolares
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
0.38
ccheques_depositados
0.37
ccheques_emitidos
0.37
mcheques_emitidos
0.37
cproductos
0.29
ccuenta_debitos_automaticos
0.24
catm_trx_other
0.16
ccaja_seguridad
0.15
Master_fultimo_cierre
0.14
Visa_fultimo_cierre
0.13
thomebanking
0.12
cseguro_auto
0.11
tpaquete1
0.11
active_quarter
0.11
MOST FREQUENT VALUES
0.0
74
22.1%
861.54
3
0.9%
520.65
3
0.9%
552.34
2
0.6%
90.69
2
0.6%
3123.81
1
0.3%
7984.89
1
0.3%
374.4
1
0.3%
4051.37
1
0.3%
979.87
1
0.3%
2036.19
1
0.3%
71633.82
1
0.3%
3106.89
1
0.3%
456.11
1
0.3%
286.56
1
0.3%
SMALLEST VALUES
-888.61
1
0.3%
-280.95
1
0.3%
-220.33
1
0.3%
-24.59
1
0.3%
-17.18
1
0.3%
-6.37
1
0.3%
-4.59
1
0.3%
-3.68
1
0.3%
0.0
74
22.1%
31.39
1
0.3%
31.9
1
0.3%
52.27
1
0.3%
61.58
1
0.3%
76.64
1
0.3%
90.44
1
0.3%
LARGEST VALUES
381498.79
1
0.3%
180844.84
1
0.3%
102022.15
1
0.3%
71730.81
1
0.3%
71633.82
1
0.3%
60714.37
1
0.3%
60394.37
1
0.3%
52149.69
1
0.3%
47305.45
1
0.3%
46629.1
1
0.3%
46546.88
1
0.3%
44811.0
1
0.3%
42637.01
1
0.3%
42395.27
1
0.3%
40661.92
1
0.3%
Visa_cconsumos
MISSING:
373
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_transacciones
0.69
Visa_mpagospesos
-0.53
ctarjeta_visa_debitos_automaticos
0.48
mtarjeta_visa_consumo
0.46
ctrx_quarter
0.41
Visa_mconsumospesos
0.40
Visa_mconsumototal
0.40
Visa_msaldototal
0.36
Visa_msaldopesos
0.36
matm_other
0.32
mttarjeta_visa_debitos_automaticos
0.32
mcheques_depositados
0.28
Visa_mconsumosdolares
0.23
mcomisiones
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.35
ccheques_emitidos
0.32
mcheques_emitidos
0.32
Master_msaldodolares
0.29
Master_mconsumosdolares
0.29
cproductos
0.25
catm_trx_other
0.22
Visa_fultimo_cierre
0.20
active_quarter
0.19
ccuenta_debitos_automaticos
0.18
ctarjeta_visa
0.18
cpayroll_trx
0.18
tmobile_app
0.17
thomebanking
0.17
MOST FREQUENT VALUES
0.0
74
22.1%
1.0
64
19.1%
2.0
43
12.8%
3.0
38
11.3%
4.0
22
6.6%
6.0
17
5.1%
5.0
16
4.8%
8.0
12
3.6%
7.0
12
3.6%
9.0
7
2.1%
15.0
4
1.2%
10.0
4
1.2%
11.0
3
0.9%
19.0
3
0.9%
13.0
3
0.9%
SMALLEST VALUES
0.0
74
22.1%
1.0
64
19.1%
2.0
43
12.8%
3.0
38
11.3%
4.0
22
6.6%
5.0
16
4.8%
6.0
17
5.1%
7.0
12
3.6%
8.0
12
3.6%
9.0
7
2.1%
10.0
4
1.2%
11.0
3
0.9%
12.0
1
0.3%
13.0
3
0.9%
15.0
4
1.2%
LARGEST VALUES
45.0
1
0.3%
42.0
1
0.3%
41.0
1
0.3%
37.0
2
0.6%
23.0
1
0.3%
20.0
1
0.3%
19.0
3
0.9%
18.0
1
0.3%
17.0
2
0.6%
16.0
2
0.6%
15.0
4
1.2%
13.0
3
0.9%
12.0
1
0.3%
11.0
3
0.9%
10.0
4
1.2%
Visa_cadelantosefectivo
MISSING:
373
(53%)
TOP CATEGORIES
0.0
335
100%
ALL
335
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_cadelantosefectivo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_cadelantosefectivo:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_mpagominimo
MISSING:
113
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.76
Visa_msaldopesos
0.76
Master_mpagominimo
0.50
Master_msaldopesos
0.38
Visa_mconsumosdolares
0.37
Master_msaldototal
0.37
mactivos_margen
0.31
mprestamos_personales
0.29
ctrx_quarter
0.26
mtarjeta_visa_consumo
0.26
mrentabilidad
0.22
ctarjeta_master_transacciones
0.21
mrentabilidad_annual
0.18
ctarjeta_visa_transacciones
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.38
cprestamos_personales
0.37
Master_status
0.34
Master_Finiciomora
0.34
Visa_status
0.32
Visa_Finiciomora
0.24
cpayroll_trx
0.23
Master_delinquency
0.21
Visa_delinquency
0.20
internet
0.16
ccuenta_debitos_automaticos
0.11
Master_fultimo_cierre
0.10
tmobile_app
0.10
ccheques_depositados
0.10
MOST FREQUENT VALUES
0.0
315
52.9%
23.4
9
1.5%
11.7
8
1.3%
58.5
6
1.0%
81.9
6
1.0%
70.2
6
1.0%
46.8
5
0.8%
128.7
5
0.8%
93.6
5
0.8%
304.2
5
0.8%
631.8
4
0.7%
666.9
4
0.7%
772.2
3
0.5%
339.3
3
0.5%
152.1
3
0.5%
SMALLEST VALUES
0.0
315
52.9%
0.98
1
0.2%
11.7
8
1.3%
23.4
9
1.5%
35.1
2
0.3%
46.8
5
0.8%
58.5
6
1.0%
70.2
6
1.0%
81.9
6
1.0%
93.6
5
0.8%
105.3
2
0.3%
128.7
5
0.8%
140.4
1
0.2%
152.1
3
0.5%
163.8
2
0.3%
LARGEST VALUES
264069.0
1
0.2%
168795.9
1
0.2%
115221.6
1
0.2%
49923.9
1
0.2%
33380.1
1
0.2%
32643.0
1
0.2%
30478.5
1
0.2%
29460.6
1
0.2%
27916.2
1
0.2%
25353.9
1
0.2%
19363.5
1
0.2%
17971.2
1
0.2%
17316.0
1
0.2%
16988.4
1
0.2%
16918.2
1
0.2%
clase_ternaria
MISSING:
---
TOP CATEGORIES
BAJA+2
708
100%
ALL
708
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
clase_ternaria
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos_rechazados
1.00
mcheques_emitidos_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON clase_ternaria:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
clase_ternaria
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00